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    <title>AI Fire</title>
    <description>Master AI with practical guides - your daily hub for AI-powered productivity. Join 75,000+ professionals from Google, Meta, Microsoft, Tesla, and more.</description>
    
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    <pubDate>Fri, 10 Jul 2026 08:45:00 +0000</pubDate>
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  <title>🌞 ChatGPT’s New Brain = GPT-5.6 Sol</title>
  <description>Why ZuckFOMO broke his 3-year silence?</description>
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  <pubDate>Thu, 09 Jul 2026 17:00:00 +0000</pubDate>
  <atom:published>2026-07-09T17:00:00Z</atom:published>
    <dc:creator>Wendy</dc:creator>
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:center;"><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/welcome-checklist/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow">Free AFIRE Guide</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow">AI Academy</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.passionfroot.me/aifire?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow">Advertise</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/ai-masteryaz-course/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow">AI Mastery A-Z</a></b></span></p><div class="image"><a class="image__link" href="https://www.aifire.co/p/ai-fire-spark-intro-offer-2026-performance-kickoff?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" rel="noopener" target="_blank"><img alt="ai-fire-banner" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b9b000b0-56b8-40d7-a401-5954ca679e64/image.png?t=1772091328"/></a></div><p class="paragraph" style="text-align:left;"><b>Plus: </b><a class="link" href="https://www.aifire.co/p/turn-fable-5-into-ai-second-brain-using-karpathy-llm-wiki?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>I Found a Way to Give Fable 5 Almost Infinite Memory. Smartest AI Second Brain I’ve Seen</b></a>. Fable 5 alone is smart, but with Karpathy’s LLM Wiki, it becomes unstoppable.</p><p class="paragraph" style="text-align:left;">ThursdAI is absolutely packed, again. GPT-5.6 Sol, Luna, Terra, Meta Muse Park, and more all landed at once. I’m still catching up, so here’s the fastest breakdown for you.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2975555?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>AI-generated Podcast: Spotify | Apple Podcasts</b></a><b>, </b><a class="link" href="https://www.youtube.com/watch?v=NT0OyOZYvAg&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>YouTube</b></a></p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">What&#39;s on FIRE 🔥</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#gpt-56-is-officially-here-new-sol-t" rel="noopener noreferrer nofollow">🚀 GPT-5.6 is Officially Here: New Sol, Terra, Luna Models</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#give-fable-5-almost-infinite-memory" rel="noopener noreferrer nofollow">🧠 Give Fable 5 Almost Infinite Memory!?</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#todays-ai-highlights" rel="noopener noreferrer nofollow">⭐ Today&#39;s AI Highlights</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-tools" rel="noopener noreferrer nofollow">🏅 AI Tools</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-breakthrough" rel="noopener noreferrer nofollow">📊 AI Breakthrough</a></p></li></ul></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>IN PARTNERSHIP WITH </b><span style="background-color:#ff914d;"><b>MODA</b></span></h4><h3 class="heading" style="text-align:left;" id="moda-is-the-ai-design-agent-with-ta">Moda is the AI design agent with taste</h3><div class="image"><a class="image__link" href="https://moda.app/?utm_source=beehiiv&utm_medium=newsletter&utm_campaign={{publication_alphanumeric_id}}&utm_content=viral_tweet_may14&_bhiiv=opp_751a2b4d-6e2c-48b1-81f3-27d4a97e3677_e14f5be0&bhcl_id=891840a7-bb72-4f41-a38f-63fcaac49c96_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/394b3b1d-9a69-423f-8a41-ab4aea4c2bc9/tweet_screenshot.png?t=1779210064"/></a></div><p class="paragraph" style="text-align:left;"><a class="link" href="https://moda.app/?utm_source=beehiiv&utm_medium=newsletter&utm_campaign={{publication_alphanumeric_id}}&utm_content=viral_tweet_may14&_bhiiv=opp_751a2b4d-6e2c-48b1-81f3-27d4a97e3677_e14f5be0&bhcl_id=891840a7-bb72-4f41-a38f-63fcaac49c96_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Moda&#39;s viral launch</a> hit 4.4 million views in two days. Tens of thousands of professionals signed up. Startups, agencies, forward-thinking brands and top firms are now using Moda to create brand-aligned slides, ad creative, reports, social carousels and more.</p><p class="paragraph" style="text-align:left;">Most AI tools tend to create what we call &quot;AI slop&quot;: repetitions of the same colors, layouts and fonts. And when you try to fix it, you get stuck in a loop of re-prompting.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://moda.app/?utm_source=beehiiv&utm_medium=newsletter&utm_campaign={{publication_alphanumeric_id}}&utm_content=viral_tweet_may14&_bhiiv=opp_751a2b4d-6e2c-48b1-81f3-27d4a97e3677_e14f5be0&bhcl_id=891840a7-bb72-4f41-a38f-63fcaac49c96_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Moda</a> is different. Drop in your website URL, and Moda learns your brand from the ground up: your colors, your fonts, your visual language. Then it helps you generate pro-quality slides, docs, and marketing assets. </p><p class="paragraph" style="text-align:left;">The best part? Every layer is fully editable on a real canvas, and exports to powerpoint, PDF and more.</p><p class="paragraph" style="text-align:left;"><i><a class="link" href="https://moda.app/?utm_source=beehiiv&utm_medium=newsletter&utm_campaign={{publication_alphanumeric_id}}&utm_content=viral_tweet_may14&_bhiiv=opp_751a2b4d-6e2c-48b1-81f3-27d4a97e3677_e14f5be0&bhcl_id=891840a7-bb72-4f41-a38f-63fcaac49c96_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Try Moda Free Today</a></i></p></div><div id="gpt-56-is-officially-here-new-sol-t" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;">AI INSIGHTS</span></p><h2 class="heading" style="text-align:left;">🚀<b> </b><a class="link" href="https://openai.com/index/gpt-5-6/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>GPT-5.6 is Officially Here: Inside New Sol, Terra, and Luna Models</b></a></h2><div class="image"><a class="image__link" href="https://openai.com/index/gpt-5-6/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" rel="noopener" target="_blank"><img alt="gpt-5-6-is-officially-here" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/5e88c404-3f32-44be-82d9-fca8df8fa83a/image.png?t=1783653502"/></a></div><p class="paragraph" style="text-align:left;">OpenAI fully released its GPT-5.6 model family to the public after a short limited preview to clear some U.S. government security checks. They’re ditching the usual number system and breaking the lineup into 3 distinct tiers: Sol, Terra, and Luna.</p><ul><li><p class="paragraph" style="text-align:left;"><b>Sol:</b> This is for complex coding and cybersecurity. It introduces a &quot;<i>max reasoning effort</i>&quot; dial and an &quot;<i>ultra mode</i>&quot; that actually farms work out to sub-agents. It’s built for heavy, end-to-end technical execution.</p></li><li><p class="paragraph" style="text-align:left;"><b>Terra:</b> This is the middle-tier model for everyday work. It delivers the exact same performance as the older GPT-5.5, but it is twice as cheap.</p></li><li><p class="paragraph" style="text-align:left;"><b>Luna:</b> The fastest and lowest-cost model of the group. It is designed for quick, high-volume tasks where speed and budget are the main priority.</p></li></ul><p class="paragraph" style="text-align:left;">OpenAI packed these models with their strongest safety features to date, spending weeks testing them against real-world cyber threats before release.</p><p class="paragraph" style="text-align:left;">You will start seeing Sol automatically handle your heavy reasoning and complex tasks. Terra and Luna are available through the API, Codex, and ChatGPT Work, but they aren’t selectable in normal ChatGPT chats.</p><p class="paragraph" style="text-align:left;">Meanwhile, GPT-5.5 Instant will stay on duty as the default for quick, everyday questions. According to early reviews from testers, users are starting to step into the role of managing automated AI loops.</p><div class="button" style="text-align:center;"><a target="_blank" rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://openai.com/index/gpt-5-6/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol"><span class="button__text" style=""> Read more </span></a></div></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:left;">🎁 Today&#39;s Trivia - Vote, Learn & Win!</h4><p class="paragraph" style="text-align:left;">Get <a class="link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow">a 3-month membership at AI Fire Academy</a> (500+ AI Workflows, AI Tutorials, AI Case Studies) just by answering the poll.</p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>PRESENTED BY </b><span style="background-color:#ff914d;"><b>HUBSPOT</b></span></h4><div class="image"><a class="image__link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-i&_bhiiv=opp_726055fc-cd8e-47fc-b8e8-8cd60f621801_b942af4d&bhcl_id=09a58b18-521d-4bed-b59a-501027e45584_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/3d07933c-56f3-4e33-8801-be4127e06d2c/ChatGPT_V1.jpg?t=1744399039"/></a></div><h3 class="heading" style="text-align:left;">Want to get the most out of ChatGPT?</h3><p class="paragraph" style="text-align:left;">ChatGPT is a superpower if you know how to use it correctly.</p><p class="paragraph" style="text-align:left;">Discover how <a class="link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-i&_bhiiv=opp_726055fc-cd8e-47fc-b8e8-8cd60f621801_b942af4d&bhcl_id=09a58b18-521d-4bed-b59a-501027e45584_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">HubSpot&#39;s guide to AI</a> can elevate both your productivity and creativity to get more things done.</p><p class="paragraph" style="text-align:left;">Learn to automate tasks, enhance decision-making, and foster innovation with the power of AI.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-i&_bhiiv=opp_726055fc-cd8e-47fc-b8e8-8cd60f621801_b942af4d&bhcl_id=09a58b18-521d-4bed-b59a-501027e45584_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Download the free guide.</a></p></div><div id="give-fable-5-almost-infinite-memory" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">FABLE 5’S INFINITE MEMORY?</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;">🧠<b> </b><a class="link" href="https://www.aifire.co/p/turn-fable-5-into-ai-second-brain-using-karpathy-llm-wiki?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>I Found a Way to Give Fable 5 Almost Infinite Memory. Smartest AI Second Brain I’ve Seen</b></a></h3><div class="image"><a class="image__link" href="https://www.aifire.co/p/turn-fable-5-into-ai-second-brain-using-karpathy-llm-wiki?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" rel="noopener" target="_blank"><img alt="turn-fable-5-into-ai-second-brain-using-karpathy-llm-wiki" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/6cdc2dc6-bf72-4a57-83ad-5547cac2f3d5/image.png?t=1783668561"/></a></div><p class="paragraph" style="text-align:left;">Andrej Karpathy, OpenAI co-founder, former Tesla AI director, and a member of Anthropic&#39;s pre-training team, published a GitHub Gist called <a class="link" href="https://www.aifire.co/p/turn-fable-5-into-ai-second-brain-using-karpathy-llm-wiki?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b><i>llm-wiki.md</i></b></a>. It went viral almost immediately.</p><p class="paragraph" style="text-align:left;">The thing is, it&#39;s not code or a product. It&#39;s a <b>pattern</b>, a single markdown file designed to be copy-pasted into an Fable 5 or Codex, which then builds the actual system for you based on your specific needs.</p><div style="padding:14px 15px 14px;"><table class="bh__table" width="100%" style="border-collapse:collapse;"><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Raw data you drop in</p></th><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">What it becomes</p></th></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">YouTube videos</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Pages with summaries and key ideas</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Meeting transcripts</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Takeaways, topics, and action items</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">PDFs</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Source notes and concept pages</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Articles</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Linked concept and tool pages</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Tool mentions</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Connections between related ideas</p></td></tr></table></div><p class="paragraph" style="text-align:left;">In this guide, I’ll show you how to build an AI second brain with Claude Code, and Karpathy’s LLM Wiki system step by step, then show you why Fable 5 becomes so powerful once your data is routed the right way.</p><div class="button" style="text-align:center;"><a rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://www.aifire.co/p/turn-fable-5-into-ai-second-brain-using-karpathy-llm-wiki?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol"><span class="button__text" style=""> Full Step-by-Step Guide </span></a></div></div><div class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">TODAY IN AI</span></h2></div><div id="todays-ai-highlights" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;"><b> AI HIGHLIGHTS</b></span></p><p class="paragraph" style="text-align:left;">📅 Claude now has a Reflect feature, which recaps your monthly interactions with a personal summary. The beta rollout is available gradually. <a class="link" href="https://www.anthropic.com/news/reflect-with-claude?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>Follow this</b></a> to create yours. </p><p class="paragraph" style="text-align:left;">🚀 ChatGPT Work arrived as a new AI Agent, powered by Codex & GPT-5.6. It can take action across your apps and files, and turn a goal into finished work. <a class="link" href="https://openai.com/chatgpt-work/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>See 6 use cases</b></a>.</p><p class="paragraph" style="text-align:left;">💸 AI/ML API gave Sol, Terra, Fable 5, Opus 4.8 the same 3 prompts (<a class="link" href="https://x.com/aimlapi/status/2075340245487309073?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>link test</b></a>). The outputs looked surprisingly close, but Fable 5’s bill made the comparison awkward.</p><p class="paragraph" style="text-align:left;">⚔️ &quot;We&#39;ve reset 5-hour rate limits for all users.&quot; Perfect moment. Instead of rushing to test GPT-5.6, users can <a class="link" href="https://x.com/ClaudeDevs/status/2075279141352706215?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>play with Fable 5</b></a> again. Anthropic knew what it was doing.</p><p class="paragraph" style="text-align:left;">🌐 OpenAI is shutting down Atlas after less than a year. Instead, it’s turning ChatGPT into a <a class="link" href="https://openai.com/index/chatgpt-for-your-most-ambitious-work/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>browser layer</b></a> across Chrome, cloud agents that can complete tasks for users.</p><p class="paragraph" style="text-align:left;">🤝 Elon Musk just admitted he was wrong about Anthropic and called Mythos/Fable the best model available. Friendly praise, or smart business? <a class="link" href="https://x.com/elonmusk/status/2075278580955685036?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>Here’s his direct reply</b></a>.</p><p class="paragraph" style="text-align:left;">👀 Microsoft breakup rumors were everywhere this week. Then OpenAI <a class="link" href="https://openai.com/index/gpt-5-6-preferred-model-microsoft-365-copilot/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>announced</b></a> GPT 5.6 as the preferred model for Microsoft 365 Copilot. Does that settle the debate?</p><p class="paragraph" style="text-align:left;"><b>💰 Big AI Fundraising: </b>Prime Intellect just <a class="link" href="https://www.primeintellect.ai/blog/series-a?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>raised $130M</b></a> Series A to build an open superintelligence stack. It says over 6,000 customers already use its RL infrastructure, with annualized revenue surpassing $100M.</p></div><div id="ai-tools" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">NEW EMPOWERED AI TOOLS</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><ol start="1"><li><p class="paragraph" style="text-align:left;">🎙️ <a class="link" href="https://timbal.ai/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>Timbal AI</b></a> builds fast, natural AI voice agents that can listen, reason, and respond in real time with surprisingly human conversations.</p></li><li><p class="paragraph" style="text-align:left;">🛠️ <a class="link" href="https://www.auriko.ai/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>Auriko</b></a> helps you turn ideas into working apps using AI, making it easy to build, test, and launch projects much faster.</p></li><li><p class="paragraph" style="text-align:left;">📊 <a class="link" href="https://toyo.ai/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>Toyo</b></a> creates polished presentations, documents, and visual content from simple prompts, saving hours of design and formatting work.</p></li><li><p class="paragraph" style="text-align:left;">🛡️ <a class="link" href="https://perfai.ai/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>PerfAI</b></a> scans AI-generated apps for security risks, catches vulnerabilities early, and helps you ship safer software with confidence.</p></li></ol></div><div id="ai-breakthrough" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">AI BREAKTHROUGH</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;"><b>⚡ </b><a class="link" href="https://ai.meta.com/blog/introducing-muse-spark-meta-model-api/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow"><b>Meta’s Muse Spark 1.1 Coding Agent Broke Zuck’s Silence</b></a></h3><div class="image"><a class="image__link" href="https://ai.meta.com/blog/introducing-muse-spark-meta-model-api/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" rel="noopener" target="_blank"><img alt="metas-muse-spark-1-1-coding-agent" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/3fc51d9e-0570-4b84-a6c4-b1fae94bc15b/image.png?t=1783653116"/></a></div><p class="paragraph" style="text-align:left;">Meta just dropped Muse Spark 1.1, and benchmarks put it beside GPT-5.5 and Opus 4.8. It’s such a major release for the company that Mark Zuckerberg actually logged into X to post about it for the first time since 2023.</p><ul><li><p class="paragraph" style="text-align:left;">Spark 1.1 focuses on multi-step reasoning. It’s built to handle complex processes, orchestrate digital workflows, and deploy new system features.</p></li><li><p class="paragraph" style="text-align:left;">Meta is charging $1.25 per million input tokens and $4.25 per million output tokens. This puts it in the exact same competitive bracket as Claude Haiku 4.5 and GPT-5.6 Luna.</p></li><li><p class="paragraph" style="text-align:left;">The model is highly optimized for large agentic workloads. If a team needs to fix bugs, orchestrate tasks across different external apps, or run massive code migrations, Spark is built for that exact job.</p></li></ul><p class="paragraph" style="text-align:left;">Even though Meta is entering this specific market a bit late, the aggressive pricing and focus on enterprise automation make it a serious competitor. In his rare post, Zuckerberg called Spark &quot;<i>a strong agentic and coding model at a very low price.”</i> </p><p class="paragraph" style="text-align:left;">This launch wraps up a massive week for AI updates. Between Meta launching their Muse Image model, the new Grok update from SpaceXAI, and OpenAI dropping the GPT-5.6 family, the landscape is moving incredibly fast.</p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;"><b>We read your emails, comments, and poll replies daily</b></h2><p class="paragraph" style="text-align:left;">Hit reply and say Hello – we&#39;d love to hear from you!<br>Like what you&#39;re reading? Forward it to friends, and they can sign up <b><a class="link" href="https://www.aifire.co/subscribe?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=chatgpt-s-new-brain-gpt-5-6-sol" target="_blank" rel="noopener noreferrer nofollow">here</a></b>.</p><p class="paragraph" style="text-align:left;">Cheers, <br>The AI Fire Team</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=688c6137-ad3d-4307-8d3d-044fddc219ca&utm_medium=post_rss&utm_source=ai_fire">Powered by beehiiv</a></div></div>
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  <title>🤖 Build Your Own Jarvis AI Assistant That Controls Your Computer in Just 3 Prompts (No Code Needed)</title>
  <description>How to build a working Jarvis-style desktop assistant that talks, controls your screen, and generates thumbnails by voice with Codex + GPT Realtime-2.</description>
      <enclosure url="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/6600a29a-60f4-4162-8528-666be783f512/jarvis-ai-assistant-build-a-desktop-voice-agent-in-3-prompts.png" length="726145" type="image/png"/>
  <link>https://www.aifire.co/p/build-your-own-jarvis-ai-assistant-in-3-prompts-no-code</link>
  <guid isPermaLink="true">https://www.aifire.co/p/build-your-own-jarvis-ai-assistant-in-3-prompts-no-code</guid>
  <pubDate>Fri, 10 Jul 2026 07:59:01 +0000</pubDate>
  <atom:published>2026-07-10T07:59:01Z</atom:published>
    <dc:creator>Robin Do</dc:creator>
    <category><![CDATA[Ai Fire 101]]></category>
    <category><![CDATA[🔥 Ai Fire Academy]]></category>
  <content:encoded><![CDATA[
    <div class='beehiiv'><style>
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</style><div class='beehiiv__body'><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><b>TL;DR</b></p><p class="paragraph" style="text-align:left;">You can build a Jarvis AI assistant with Codex, GPT Realtime-2, and a few clear prompts. It can talk in real time, use tools, control parts of your desktop, and generate visual outputs without requiring coding experience.</p><p class="paragraph" style="text-align:left;">The workflow starts with a clean local Codex project, an OpenAI API key, and one strong prompt that tells Codex to build the desktop app. After that, you test the first version, fix tool errors, improve the design, and make the assistant easier to use.</p><p class="paragraph" style="text-align:left;">The most useful part is computer use mode and the voice-controlled thumbnail generator. Once the assistant can type, submit prompts, search the web, generate images, and edit by voice, it becomes a real working system.</p><p class="paragraph" style="text-align:left;"><b>Key points</b></p><ul><li><p class="paragraph" style="text-align:left;">One important fact: The first working version can be built in about 3 prompts.</p></li><li><p class="paragraph" style="text-align:left;">One common mistake to avoid: Don’t skip API key setup, especially for web search.</p></li><li><p class="paragraph" style="text-align:left;">One practical takeaway: Build the basic assistant first, then improve it step by step.</p></li></ul><figcaption class="blockquote__byline"></figcaption></blockquote></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">Table of Contents</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#introduction" rel="noopener noreferrer nofollow">Introduction</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#i-setting-up-codex-and-building-the" rel="noopener noreferrer nofollow">I. Setting Up Codex and Building the First Version</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-1-create-a-new-project-in-code" rel="noopener noreferrer nofollow">Step 1: Create a New Project in Codex</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-2-add-your-open-ai-api-key" rel="noopener noreferrer nofollow">Step 2: Add Your OpenAI API Key</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-3-write-the-first-big-prompt" rel="noopener noreferrer nofollow">Step 3: Write the First Big Prompt</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-4-let-codex-build-the-first-ap" rel="noopener noreferrer nofollow">Step 4: Let Codex Build the First App</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ii-test-the-first-version-and-fix-w" rel="noopener noreferrer nofollow">II. Test the First Version and Fix What Breaks</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iii-add-automatic-computer-use-mode" rel="noopener noreferrer nofollow">III. Add Automatic Computer Use Mode</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iv-build-a-voice-controlled-thumbna" rel="noopener noreferrer nofollow">IV. Build a Voice-Controlled Thumbnail Generator</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-1-create-a-numbered-image-grid" rel="noopener noreferrer nofollow">Step 1: Create a Numbered Image Grid</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-2-edit-thumbnails-by-voice" rel="noopener noreferrer nofollow">Step 2: Edit Thumbnails by Voice</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-3-combine-tools-in-one-session" rel="noopener noreferrer nofollow">Step 3: Combine Tools in One Session</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#conclusion" rel="noopener noreferrer nofollow">Conclusion</a></p></li></ul></div><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2973860?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=build-your-own-jarvis-ai-assistant-that-controls-your-computer-in-just-3-prompts-no-code-needed" target="_blank" rel="noopener noreferrer nofollow"><span style="text-decoration:underline;"><i><b>AI-generated Podcast: Spotify | Apple Podcasts</b></i></span></a><span style="text-decoration:underline;"><i><b>,</b></i></span><i><b> </b></i><a class="link" href="https://www.youtube.com/watch?v=IqE3YteGn-8&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=build-your-own-jarvis-ai-assistant-that-controls-your-computer-in-just-3-prompts-no-code-needed" target="_blank" rel="noopener noreferrer nofollow"><span style="text-decoration:underline;"><i><b>YouTube</b></i></span></a><span style="text-decoration:underline;"><i><b>.</b></i></span></p><figcaption class="blockquote__byline"></figcaption></blockquote></div><h2 class="heading" style="text-align:left;" id="introduction"><b>Introduction</b></h2><p class="paragraph" style="text-align:left;">I built a Jarvis AI assistant named <b>AIFirer</b> that can hear my voice, answer in real time, open menus, change its mood, switch the background color, enter computer use mode, open my browser, and launch Codex.</p><div class="image"><img alt="introduction" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/a47fe433-90bd-40bc-8543-4ee95a741a35/Screenshot_2026-07-10_at_12.38.38.png?t=1783661928"/></div><p class="paragraph" style="text-align:left;">And I built the first working version <b>with just 3 prompts</b>. Here’s what this Jarvis AI assistant can do by the end:</p><div style="padding:14px 15px 14px;"><table class="bh__table" width="100%" style="border-collapse:collapse;"><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Feature</p></th><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">What it does</p></th></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Real-time voice chat</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Talk naturally with interruption support</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Animated face</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Blink, react, change mood, and move its mouth while speaking</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Computer use mode</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Control parts of your desktop from voice commands</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Tool use</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Search the web, generate images, and create Mermaid diagrams</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Artifact panel</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Show visual results, notes, charts, and structured output</p></td></tr></table></div><p class="paragraph" style="text-align:left;">In this guide, I’ll walk you through the full build step by step, from setting up Codex to turning a simple desktop companion into a useful voice agent you can actually control.</p><h2 class="heading" style="text-align:left;" id="i-setting-up-codex-and-building-the"><b>I. Setting Up Codex and Building the First Version</b></h2><p class="paragraph" style="text-align:left;">Before building anything fancy, you need a clean setup.</p><div class="paywall"><hr class="paywall__break"/><div class="paywall__content"><h2 class="paywall__header"> You’ve reached the locked part! Subscribe to read the rest. </h2><p class="paywall__description"> Get access to this post and other subscriber-only content. </p><p class="paywall__links"><a class="paywall__upgrade_link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=build-your-own-jarvis-ai-assistant-that-controls-your-computer-in-just-3-prompts-no-code-needed">Upgrade</a> Translation missing: en.app.shared.conjuction.or <a class="paywall__login_link" href="https://www.aifire.co/login?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=build-your-own-jarvis-ai-assistant-that-controls-your-computer-in-just-3-prompts-no-code-needed">Sign In</a></p><div class="paywall__upsell"><div class="paywall__upsell_header"><h3> A subscription gets you </h3></div><ul class="paywall__upsell_features"><li class="paywall__upsell_feature"> Instant access to 700+ AI workflows ($5,800+ Value) </li><li class="paywall__upsell_feature"> Advanced AI tutorials: Master prompt engineering, RAG, model fine-tuning, Hugging Face, and open-source LLMs, etc ($2,997+ Value) </li><li class="paywall__upsell_feature"> Daily AI Tutorials: Unlock new AI tools, money-making strategies, and industry (ecommerce, marketing, coding, teaching, and more) transformations (with videos!) 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  <title>🧠 I Found a Way to Give Fable 5 Almost Infinite Memory. Smartest AI Second Brain I’ve Seen</title>
  <description>Fable 5 alone is smart, but with Karpathy’s LLM Wiki, it becomes unstoppable. Every fact, context, and prompt is absorbed, creating a second brain that thinks ahead.</description>
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  <pubDate>Fri, 10 Jul 2026 06:57:29 +0000</pubDate>
  <atom:published>2026-07-10T06:57:29Z</atom:published>
    <dc:creator>Robin Do</dc:creator>
    <category><![CDATA[Ai Fire 101]]></category>
    <category><![CDATA[🔥 Ai Fire Academy]]></category>
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    <div class='beehiiv'><style>
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</style><div class='beehiiv__body'><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><b>TL;DR</b></p><p class="paragraph" style="text-align:left;">An AI second brain helps your AI read, connect, and reuse your own knowledge instead of searching through messy notes every time.</p><p class="paragraph" style="text-align:left;">This setup uses Obsidian, Claude Code, and Karpathy’s LLM Wiki idea to turn videos, PDFs, meeting notes, transcripts, and articles into linked markdown pages. The AI creates summaries, key takeaways, concept pages, and backlinks automatically.</p><p class="paragraph" style="text-align:left;">The real value comes from routing. Your AI can move through the index, log, wiki pages, and backlinks to find the right context faster. Once the system has enough data, Fable 5 can turn that context into clean resources, business recaps, content ideas, and cross-source insights.</p><p class="paragraph" style="text-align:left;"><b>Key points</b></p><ul><li><p class="paragraph" style="text-align:left;">One source can become 5–10 connected wiki pages.</p></li><li><p class="paragraph" style="text-align:left;">Avoid treating your AI second brain as a random storage folder.</p></li><li><p class="paragraph" style="text-align:left;">Start simple, add sources often, and update ingest rules when the structure feels messy.</p></li></ul><figcaption class="blockquote__byline"></figcaption></blockquote></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">Table of Contents</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#introduction" rel="noopener noreferrer nofollow">Introduction</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#i-what-an-llm-wiki-actually-is" rel="noopener noreferrer nofollow">I. What An LLM Wiki Actually Is ?</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ii-how-to-build-your-ai-second-brai" rel="noopener noreferrer nofollow">II. How to Build Your AI Second Brain</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-1-install-obsidian-and-create-" rel="noopener noreferrer nofollow">Step 1: Install Obsidian and Create a Vault</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-2-open-the-vault-in-claude-cod" rel="noopener noreferrer nofollow">Step 2: Open the Vault in Claude Code</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-3-give-claude-code-the-llm-wik" rel="noopener noreferrer nofollow">Step 3: Give Claude Code the LLM Wiki Instructions</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-4-add-your-first-sources" rel="noopener noreferrer nofollow">Step 4: Add Your First Sources</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iii-how-the-system-works-under-the-" rel="noopener noreferrer nofollow">III. How the System Works Under the Hood</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iv-what-fable-5-can-do-next" rel="noopener noreferrer nofollow">IV. What Fable 5 Can Do Next</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#case-1-find-connections-across-sour" rel="noopener noreferrer nofollow">Case 1: Find Connections Across Sources</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#case-2-turn-the-wiki-into-a-beginne" rel="noopener noreferrer nofollow">Case 2: Turn the Wiki Into a Beginner-Friendly HTM …</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#conclusion" rel="noopener noreferrer nofollow">Conclusion</a></p></li></ul></div><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2973596?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=i-found-a-way-to-give-fable-5-almost-infinite-memory-smartest-ai-second-brain-i-ve-seen" target="_blank" rel="noopener noreferrer nofollow"><span style="text-decoration:underline;"><i><b>AI-generated Podcast: Spotify | Apple Podcasts</b></i></span></a><span style="text-decoration:underline;"><i><b>,</b></i></span><i><b> </b></i><a class="link" href="https://www.youtube.com/watch?v=D6BH4882tko&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=i-found-a-way-to-give-fable-5-almost-infinite-memory-smartest-ai-second-brain-i-ve-seen" target="_blank" rel="noopener noreferrer nofollow"><span style="text-decoration:underline;"><i><b>YouTube</b></i></span></a><span style="text-decoration:underline;"><i><b>.</b></i></span></p><figcaption class="blockquote__byline"></figcaption></blockquote></div><h2 class="heading" style="text-align:left;" id="introduction"><b>Introduction</b></h2><p class="paragraph" style="text-align:left;">Andrej Karpathy, OpenAI co-founder, former Tesla AI director, and a member of Anthropic&#39;s pre-training team, published a GitHub Gist called <a class="link" href="https://gist.github.com/karpathy/442a6bf555914893e9891c11519de94f?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=i-found-a-way-to-give-fable-5-almost-infinite-memory-smartest-ai-second-brain-i-ve-seen" target="_blank" rel="noopener noreferrer nofollow"><i>llm-wiki.md</i></a>. It went viral almost immediately.</p><p class="paragraph" style="text-align:left;">The thing is, it&#39;s not code or a product. It&#39;s a <b>pattern</b>, a single markdown file designed to be copy-pasted into an Claude Code or Codex, which then builds the actual system for you based on your specific needs.</p><div style="padding:14px 15px 14px;"><table class="bh__table" width="100%" style="border-collapse:collapse;"><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Raw data you drop in</p></th><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">What it becomes</p></th></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">YouTube videos</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Pages with summaries and key ideas</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Meeting transcripts</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Takeaways, topics, and action items</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">PDFs</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Source notes and concept pages</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Articles</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Linked concept and tool pages</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Tool mentions</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Connections between related ideas</p></td></tr></table></div><p class="paragraph" style="text-align:left;">And when you add Fable 5 on top, the whole system feels… unfair.</p><p class="paragraph" style="text-align:left;">In this guide, I’ll show you how to build an AI second brain with Obsidian, Claude Code, and Karpathy’s LLM Wiki system step by step, then show you why Fable 5 becomes so powerful once your data is routed the right way.</p><div class="paywall"><hr class="paywall__break"/><div class="paywall__content"><h2 class="paywall__header"> You’ve reached the locked part! Subscribe to read the rest. </h2><p class="paywall__description"> Get access to this post and other subscriber-only content. </p><p class="paywall__links"><a class="paywall__upgrade_link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=i-found-a-way-to-give-fable-5-almost-infinite-memory-smartest-ai-second-brain-i-ve-seen">Upgrade</a> Translation missing: en.app.shared.conjuction.or <a class="paywall__login_link" href="https://www.aifire.co/login?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=i-found-a-way-to-give-fable-5-almost-infinite-memory-smartest-ai-second-brain-i-ve-seen">Sign In</a></p><div class="paywall__upsell"><div class="paywall__upsell_header"><h3> A subscription gets you </h3></div><ul class="paywall__upsell_features"><li class="paywall__upsell_feature"> Instant access to 700+ AI workflows ($5,800+ Value) </li><li class="paywall__upsell_feature"> Advanced AI tutorials: Master prompt engineering, RAG, model fine-tuning, Hugging Face, and open-source LLMs, etc ($2,997+ Value) </li><li class="paywall__upsell_feature"> Daily AI Tutorials: Unlock new AI tools, money-making strategies, and industry (ecommerce, marketing, coding, teaching, and more) transformations (with videos!) 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  <title>🚀 xAI Just Fired Up Grok 4.5</title>
  <description>GPT is suddenly 🔊 Mhmmgpt</description>
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  <pubDate>Wed, 08 Jul 2026 17:00:00 +0000</pubDate>
  <atom:published>2026-07-08T17:00:00Z</atom:published>
    <dc:creator>Wendy</dc:creator>
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:center;"><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/welcome-checklist/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">Free AFIRE Guide</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">AI Academy</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.passionfroot.me/aifire?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">Advertise</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/ai-masteryaz-course/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">AI Mastery A-Z</a></b></span></p><div class="image"><a class="image__link" href="https://www.aifire.co/p/ai-fire-spark-intro-offer-2026-performance-kickoff?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" rel="noopener" target="_blank"><img alt="ai-fire-banner" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b9b000b0-56b8-40d7-a401-5954ca679e64/image.png?t=1772091328"/></a></div><p class="paragraph" style="text-align:left;"><b>Plus:</b> <b><a class="link" href="https://www.aifire.co/p/fable-5-too-expensive-save-37-with-anthropic-method?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">Stop Using Fable 5 for Everything. Here&#39;s What Anthropic Actually Recommends</a></b> to keep 90%+ of Fable 5&#39;s performance at less than half the price.</p><p class="paragraph" style="text-align:left;">Looks like GPT-5.6 day is finally here. Sol, Terra, and Luna are all expected to launch today, OpenAI could be introducing multiple new model variants at once. Stay tuned!</p><p class="paragraph" style="text-align:left;"><b><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2973572?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">AI-generated Podcast: Spotify | Apple Podcasts</a></b><b>, </b><b><a class="link" href="https://www.youtube.com/watch?v=jpasNUm5A1c&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">YouTube</a></b></p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">What&#39;s on FIRE 🔥</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#space-xai-releases-grok-45-as-an-op" rel="noopener noreferrer nofollow">🚀 SpaceXAI Releases Grok 4.5 as an Opus-Class Model</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-sources-from-ai-fire" rel="noopener noreferrer nofollow">📚 AI Sources From AI Fire</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#anthropics-fable-5-cost-cutting-age" rel="noopener noreferrer nofollow">💡 Anthropic&#39;s Fable 5 Cost-Cutting Agent Trick</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#todays-ai-highlights" rel="noopener noreferrer nofollow">⭐ Today&#39;s AI Highlights</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-tools" rel="noopener noreferrer nofollow">🏅 AI Tools</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-breakthrough" rel="noopener noreferrer nofollow">📊 AI Breakthrough</a></p></li></ul></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>IN PARTNERSHIP WITH </b><span style="background-color:#ff914d;"><b>SECTION</b></span></h4><div class="image"><a class="image__link" href="https://www.vpdae.com/redirect/ratnf5vhd5y008qzqbparrpvld5?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" rel="noopener" target="_blank"><img alt="" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/1bbdc83d-ba0a-4f99-9977-b409554f3b7e/image.png?t=1783394164"/></a></div><p class="paragraph" style="text-align:left;"><b><a class="link" href="https://www.vpdae.com/redirect/ratnf5vhd5y008qzqbparrpvld5?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">The AI Leadership Summit – July 23 | Free Virtual Summit</a></b></p><p class="paragraph" style="text-align:left;">The companies who win will make bold decisions, rethinking roles, reallocating work, and scaling intelligence. </p><p class="paragraph" style="text-align:left;">On 7/23, Section is bringing in top executives from early Al supercompanies like Cloudflare and IgniteTech, to share strategies, insights, and mandates for building an Al-native company.</p><div class="button" style="text-align:center;"><a target="_blank" rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://www.vpdae.com/redirect/ratnf5vhd5y008qzqbparrpvld5?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5"><span class="button__text" style=""> Claim Your Free Spot </span></a></div><div class="custom_html"><img src="https://www.vpdae.com/open/c9b89f33.gif?opens=1" width="1" height="1"></div></div><div id="space-xai-releases-grok-45-as-an-op" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;">AI INSIGHTS</span></p><h2 class="heading" style="text-align:left;">🚀<b> </b><b><a class="link" href="https://x.ai/news/grok-4-5?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">SpaceXAI Releases Grok 4.5 as an Opus-Class Model</a></b></h2><div class="image"><a class="image__link" href="https://x.ai/news/grok-4-5?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" rel="noopener" target="_blank"><img alt="spacexai-releases-grok-4-5-as-an-opus-class-model" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/c97cea27-2127-4d8f-b63d-746fce56e9db/image.png?t=1783567469"/></a><div class="image__source"><span class="image__source_text"><p>Interactive Solar System Created by Grok 4.5</p></span></div></div><p class="paragraph" style="text-align:left;">Elon Musk’s SpaceXAI (xAI’s new name) officially rolled out <b>Grok 4.5.</b> Built from scratch on a brand new foundation, this model is laser-focused on coding, complex problem-solving, and everyday knowledge work.</p><ul><li><p class="paragraph" style="text-align:left;">Because SpaceXAI recently acquired the Cursor for $60 billion, they trained Grok 4.5 right alongside it.</p></li><li><p class="paragraph" style="text-align:left;">It costs <i>just $2 per million input tokens and $6 for output</i>. That makes it significantly cheaper than top-tier rivals like Fable 5 or GPT-5.5 (which charge up to $30-$50 for output).</p></li><li><p class="paragraph" style="text-align:left;">It uses less. On some major coding tests, it uses about 4 times fewer output tokens than competing models to get the exact same job done.</p></li></ul><p class="paragraph" style="text-align:left;">Right now, Grok 4.5 is targeting the absolute sweet spot of the AI market. When you look at the benchmark tests, it performs right alongside the industry leaders in coding and agent tasks. The cost difference is so huge that the small gap in performance simply won&#39;t matter for most users.</p><p class="paragraph" style="text-align:left;">It is already live on Grok Build, integrated directly into Cursor, and even available as a plugin for everyday tools like Microsoft Word, Excel, and PowerPoint. High-end AI is officially getting affordable.</p><div class="button" style="text-align:center;"><a target="_blank" rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://x.ai/news/grok-4-5?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5"><span class="button__text" style=""> Read more </span></a></div></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>PRESENTED BY </b><span style="background-color:#ff914d;"><b>HUBSPOT</b></span></h4><div class="image"><a class="image__link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-i&_bhiiv=opp_f19f774b-0c9a-42db-8cec-42be06900f19_b942af4d&bhcl_id=fac88566-55f1-4bd2-8eb3-06c70836554a_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/3d07933c-56f3-4e33-8801-be4127e06d2c/ChatGPT_V1.jpg?t=1744399039"/></a></div><h3 class="heading" style="text-align:left;">Want to get the most out of ChatGPT?</h3><p class="paragraph" style="text-align:left;">ChatGPT is a superpower if you know how to use it correctly.</p><p class="paragraph" style="text-align:left;">Discover how <a class="link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-i&_bhiiv=opp_f19f774b-0c9a-42db-8cec-42be06900f19_b942af4d&bhcl_id=fac88566-55f1-4bd2-8eb3-06c70836554a_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">HubSpot&#39;s guide to AI</a> can elevate both your productivity and creativity to get more things done.</p><p class="paragraph" style="text-align:left;">Learn to automate tasks, enhance decision-making, and foster innovation with the power of AI.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-i&_bhiiv=opp_f19f774b-0c9a-42db-8cec-42be06900f19_b942af4d&bhcl_id=fac88566-55f1-4bd2-8eb3-06c70836554a_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Download the free guide.</a></p></div><div id="ai-sources-from-ai-fire" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">AI SOURCES FROM AI FIRE</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><b>1.</b> <b><a class="link" href="https://www.aifire.co/p/fable-5-too-expensive-save-37-with-anthropic-method?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">Stop Using Fable 5 for Everything. Here&#39;s What Anthropic Actually Recommends</a></b>. They showed exactly how to keep 90%+ of Fable 5&#39;s performance at less than half the price. 2 patterns to know: Advisor & Orchestrator pattern.</p><p class="paragraph" style="text-align:left;"><b>2.</b> <b><a class="link" href="https://www.aifire.co/p/codex-vs-claude-cowork-best-ai-agent-for-real-work?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">Codex vs Claude Cowork: We Tested & Compared Every Feature So You Don’t Have To</a></b>. We break down this for everyday users so you can see which one fits your workflow best without trial and error. This is a super detailed comparison.</p><p class="paragraph" style="text-align:left;"><b>3. </b><b><a class="link" href="https://www.aifire.co/p/4-best-fable-5-use-cases-to-try-before-free-window-closes?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">4 Best & Must-Try Use Cases to Use Claude Fable 5 NOW Before Free Window Closes!</a></b> Fable 5 usage is limited, so small prompts waste value. Learn 4 better ways to clone tools, review Claude Code, and build software fast this week.</p></div><div id="anthropics-fable-5-cost-cutting-age" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">FABLE 5 COST-CUTTING AGENT TRICK</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;">💡<b> </b><b><a class="link" href="https://github.com/anthropics/claude-cookbooks/blob/main/managed_agents/CMA_plan_big_execute_small.ipynb?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">Anthropic&#39;s Agent Trick: Get Fable 5’s Performance at Half the Cost</a></b></h3><div class="image"><a class="image__link" href="https://x.com/ClaudeDevs/status/2074606058128224365?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" rel="noopener" target="_blank"><img alt="get-fable-5s-performance-at-half-the-cost" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/40c25f5f-051e-45d9-a8ec-6bf0fe088ef7/image.png?t=1783569359"/></a></div><p class="paragraph" style="text-align:left;">Running everything through Fable 5 is incredibly capable but it gets expensive fast. So Anthropic just shared <b><a class="link" href="https://github.com/anthropics/claude-cookbooks/blob/main/managed_agents/CMA_plan_big_execute_small.ipynb?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">2 clever routing patterns</a></b> that let you achieve near-Fable quality without paying the premium price tag.</p><ul><li><p class="paragraph" style="text-align:left;"><b>Pattern 1: Fable as the Advisor.</b> In this setup, Sonnet 5 model handles all the heavy lifting. It only calls on Fable 5 once per task when it needs specific, high-level guidance → You get 92% of Fable&#39;s performance on coding benchmarks at just 63% of the cost.</p></li><li><p class="paragraph" style="text-align:left;"><b>Pattern 2: Fable as the Orchestrator.</b> Here, Fable acts like a project manager. It plans out the main task and chops it into smaller pieces. Then, Sonnet 5 workers step in to execute each piece so the bulk of your tokens are billed at the cheaper rate → This hit an impressive 96% of Fable&#39;s performance at only 46% of the price.</p></li></ul><p class="paragraph" style="text-align:left;">Setting this up is straightforward, you just pin your chosen models in the subagent definitions using the <code>model</code> field inside Claude Code. <b>If it still feels hard to set up, READ </b><a class="link" href="https://www.aifire.co/p/fable-5-too-expensive-save-37-with-anthropic-method?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow"><b>THIS GUIDE</b></a><b> TO APPLY.</b></p><div class="button" style="text-align:center;"><a rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://github.com/anthropics/claude-cookbooks/blob/main/managed_agents/CMA_plan_big_execute_small.ipynb?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5"><span class="button__text" style=""> Full Anthropic&#39;s Claude Cookbooks </span></a></div></div><div class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">TODAY IN AI</span></h2></div><div id="todays-ai-highlights" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;"><b> AI HIGHLIGHTS</b></span></p><p class="paragraph" style="text-align:left;">🔥 If you keep reading AI news but still feel behind, <b><a class="link" href="https://www.aifire.co/archive?tags=%F0%9F%94%A5+AI+Fire+Academy&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">AI Fire Academy</a></b> is built for that gap: 9 courses, 500+ practical AI guides in one place. Start with <b><a class="link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">a 14-day free trial</a></b>.</p><p class="paragraph" style="text-align:left;">🎁 Anthropic is giving eligible maintainers <i><b>free Claude Max 20x for 6 months</b></i>, which runs $200/month, worth $1,200. If you run a big open-source project, <b><a class="link" href="https://claude.com/contact-sales/claude-for-oss?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">apply here</a></b>.</p><p class="paragraph" style="text-align:left;">🛡️ Google’s SynthID detector just helped debunk a viral fake hospital photo of Mitch McConnell after the invisible AI watermark was detected. Here’s <b><a class="link" href="https://www.reddit.com/r/TrueAnon/comments/1upuj7h/from_the_moment_i_understood_the_weakness_of_my/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">that viral AI image</a></b>.</p><p class="paragraph" style="text-align:left;">👀 Powerful Seedream 5.0 Pro is finally live! Better text rendering, cleaner structure, realistic portraits, and multilingual generation are now in the mix. Try <b><a class="link" href="https://seed.bytedance.com/en/seedream5_0_pro?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">using it here</a></b>.</p><p class="paragraph" style="text-align:left;">📊 ChatGPT for PowerPoint is now generally available for all plans. You can draft, polish, summarize slides directly from ChatGPT. <b><a class="link" href="https://chatgpt.com/apps/powerpoint/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">Install ChatGPT for PowerPoint</a></b>.</p><p class="paragraph" style="text-align:left;">✨ Google Photos just added <b><a class="link" href="https://blog.google/products-and-platforms/products/photos/video-remix/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">Video Remix</a></b>, using Gemini Omni to relight dark clips, swap backgrounds, and apply styles like watercolor or oil painting in a few taps.</p><p class="paragraph" style="text-align:left;">🇨🇳 China is reportedly weighing foreign-use limits for <b><a class="link" href="https://www.reuters.com/world/beijing-is-looking-curbing-overseas-access-chinas-top-ai-models-sources-say-2026-07-07?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">top AI models</a></b> from Alibaba, ByteDance, and Zhipu AI. Cheap global access to Qwen or GLM-5.2 may not last?</p><p class="paragraph" style="text-align:left;"><b>💰 Big AI Fundraising: </b>Lovable is reportedly <b><a class="link" href="https://techcrunch.com/2026/07/08/lovable-reportedly-in-talks-to-double-its-valuation-to-13-2b/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">raising $300M</a></b> at a $13.2B valuation, doubling its December value. With $500M in annualized revenue, it is becoming one of AI’s hottest growth stories.</p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;">🚀<b> </b><b><a class="link" href="https://www.vpdae.com/redirect/aebdllvnnr6vckehvgvu0652i92?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">Your AI Content is Producing More Noise. This Playbook Shows You How to Fix It</a></b></h3><div class="image"><a class="image__link" href="https://www.vpdae.com/redirect/aebdllvnnr6vckehvgvu0652i92?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" rel="noopener" target="_blank"><img alt="" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b7fb5c62-1a97-46f5-95b2-ec31274fd216/image.png?t=1783044861"/></a></div><p class="paragraph" style="text-align:left;"><br><span style="background-color:rgb(255, 255, 255);">You published dozens of posts last quarter. Your CEO asked what they drove. Silence. Sound familiar? </span></p><p class="paragraph" style="text-align:left;"><span style="background-color:rgb(255, 255, 255);">This free playbook breaks down the</span><span style="background-color:rgb(255, 255, 255);"><b> 5 AI content mistakes </b></span><span style="background-color:rgb(255, 255, 255);">that kill social strategies, and gives you the tools to fix them before your next post goes live.</span></p><div class="button" style="text-align:center;"><a target="_blank" rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://www.vpdae.com/redirect/aebdllvnnr6vckehvgvu0652i92?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5"><span class="button__text" style=""> Get the playbook! </span></a></div><div class="custom_html"><img src="https://www.vpdae.com/open/00826832.gif?opens=1" width="1" height="1"></div></div><div id="ai-tools" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">NEW EMPOWERED AI TOOLS</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><ol start="1"><li><p class="paragraph" style="text-align:left;">🚀 <b><a class="link" href="https://www.exploreyc.com/api-docs?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">ExploreYC</a></b> gives developers open-source access to data from 6,600+ Y Combinator and a16z startups through one simple API.</p></li><li><p class="paragraph" style="text-align:left;">📝 <b><a class="link" href="https://ivyforms.com/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">IvyForms</a></b> helps WordPress users automate real workflows with drag-and-drop creation, conditional logic, and seamless integrations.</p></li><li><p class="paragraph" style="text-align:left;">🎙️ <b><a class="link" href="https://willowvoice.com/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">Willow Frontier Pro</a></b> delivers ultra-fast, highly accurate AI dictation, while Frontier Mini offers a free, lightweight model with unlimited use.</p></li><li><p class="paragraph" style="text-align:left;">✍️ <b><a class="link" href="https://heybono.ai/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">Bono AI</a></b> turns a 10-minute conversation into blogs, LinkedIn posts, newsletters, and more, all in your own voice.</p></li></ol></div><div id="ai-breakthrough" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">AI BREAKTHROUGH</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;"><b>🎙️ </b><b><a class="link" href="https://openai.com/index/introducing-gpt-live/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">GPT-Live: Natively Full-Duplex Voice Upgraded with GPT-5.5 Reasoning</a></b></h3><div class="image"><a class="image__link" href="https://openai.com/index/introducing-gpt-live/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" rel="noopener" target="_blank"><img alt="gpt-live-natively-full-duplex-voice-upgraded-with-gpt-5-5-reasoning" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/8da7cfd2-6934-4df6-8160-7ac5c750527e/image.png?t=1783565960"/></a></div><p class="paragraph" style="text-align:left;">OpenAI rolled out <b>GPT-Live</b>, a completely new architecture for ChatGPT Voice that finally makes talking to an AI feel like a normal human conversation. Instead of the old &quot;<i>you speak, it processes, it speaks</i>&quot; loop, GPT-Live uses a full-duplex system.</p><ul><li><p class="paragraph" style="text-align:left;">Active Listening: GPT-Live will drop a casual &quot;mhmm&quot; or &quot;got it&quot; while you talk so you know it&#39;s actually paying attention. If you pause, it waits.</p></li><li><p class="paragraph" style="text-align:left;">For quick banter, GPT-Live handles it instantly. But if you ask a complex question (like doing an agentic web search), it hands the heavy lifting off to GPT-5.5. The best part? It keeps chatting with you smoothly while GPT-5.5 crunches the data in the background.</p></li><li><p class="paragraph" style="text-align:left;">While you are talking, ChatGPT can now instantly pop up rich visual cards on your screen for things like live weather forecasts, or nearby locations.</p></li><li><p class="paragraph" style="text-align:left;">It is much better at ignoring background noise and zeroing in on your voice. It also includes real-time safety guardrails, including built-in parental controls.</p></li></ul><p class="paragraph" style="text-align:left;">Free users will get the lighter &quot;GPT-Live-1 mini,&quot; paid users (Plus, Pro, and Go) get the heavy-hitting &quot;GPT-Live-1&quot; as their default voice mode.</p><p class="paragraph" style="text-align:left;">By letting the voice model handle the conversational flow while passing the hard logic to GPT-5.5 in the background, OpenAI has solved the latency issue that makes most voice assistants feel robotic.</p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;"><b>We read your emails, comments, and poll replies daily</b></h2><p class="paragraph" style="text-align:left;">Hit reply and say Hello – we&#39;d love to hear from you!<br>Like what you&#39;re reading? Forward it to friends, and they can sign up <b><a class="link" href="https://www.aifire.co/subscribe?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=xai-just-fired-up-grok-4-5" target="_blank" rel="noopener noreferrer nofollow">here</a></b>.</p><p class="paragraph" style="text-align:left;">Cheers, <br>The AI Fire Team</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=47cdd8fa-c3de-4e3e-b01d-af725de1e935&utm_medium=post_rss&utm_source=ai_fire">Powered by beehiiv</a></div></div>
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  <title>⚡ Stop Using Fable 5 for Everything. Here&#39;s What Anthropic Actually Recommends</title>
  <description>Anthropic showed you exactly how to keep 90%+ of Fable 5&#39;s performance at less than half the price. 2 patterns to know: Advisor pattern and the Orchestrator pattern.</description>
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  <link>https://www.aifire.co/p/fable-5-too-expensive-save-37-with-anthropic-method</link>
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  <pubDate>Thu, 09 Jul 2026 07:33:35 +0000</pubDate>
  <atom:published>2026-07-09T07:33:35Z</atom:published>
    <dc:creator>Neil Phan</dc:creator>
    <category><![CDATA[Ai Tools]]></category>
    <category><![CDATA[🔥 Ai Fire Academy]]></category>
    <category><![CDATA[Ai Automations]]></category>
  <content:encoded><![CDATA[
    <div class='beehiiv'><style>
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</style><div class='beehiiv__body'><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><b>TL;DR</b></p><p class="paragraph" style="text-align:left;">After July 12, every unnecessary Fable 5 request costs real credits. The good news? Anthropic showed you exactly how to keep 90%+ of Fable 5&#39;s performance at less than half the price, by letting Claude Sonnet 5 do most of the work.</p><p class="paragraph" style="text-align:left;">There are two patterns to know: the <b>Advisor</b> pattern (Sonnet 5 runs everything, calls Fable 5 only when stuck) and the <b>Orchestrator</b> pattern (Fable 5 plans and coordinates, Sonnet 5 workers execute in parallel). This guide shows how both work and how to apply them inside Claude Code.</p><p class="paragraph" style="text-align:left;"><b>Key points</b></p><ul><li><p class="paragraph" style="text-align:left;">Important fact: The Advisor setup reaches about 92% of Claude Fable 5 solo performance at roughly 63% of the cost.</p></li><li><p class="paragraph" style="text-align:left;">Common mistake: Using Claude Fable 5 for every step of a long workflow.</p></li><li><p class="paragraph" style="text-align:left;">Practical takeaway: Let Claude Sonnet 5 execute, then bring Claude Fable 5 in for expensive decisions.</p></li></ul><figcaption class="blockquote__byline"></figcaption></blockquote></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">Table of Contents</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#introduction" rel="noopener noreferrer nofollow">Introduction</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#i-why-fable-5-gets-expensive-fast" rel="noopener noreferrer nofollow">I. Why Fable 5 Gets Expensive Fast</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ii-pattern-1-use-fable-5-as-an-advi" rel="noopener noreferrer nofollow">II. Pattern 1: Use Fable 5 as an Advisor</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iii-pattern-2-use-fable-5-as-an-orc" rel="noopener noreferrer nofollow">III. Pattern 2: Use Fable 5 as an Orchestrator</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iv-how-to-apply-these-2-patterns-wi" rel="noopener noreferrer nofollow">IV. How to Apply These 2 Patterns with Fable 5</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#v-which-pattern-should-you-use" rel="noopener noreferrer nofollow">V. Which Pattern Should You Use?</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#conclusion" rel="noopener noreferrer nofollow">Conclusion</a></p></li></ul></div><h2 class="heading" style="text-align:left;" id="introduction"><b>Introduction</b></h2><p class="paragraph" style="text-align:left;">LOL.<b> </b>Anthropic said Fable 5 was moving to usage credits on July 7, then extended paid access through <b>July 12</b> just before the deadline.</p><blockquote align="center" class="twitter-tweet"><a href="https://twitter.com/claudeai/status/2074548242386178258?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=stop-using-fable-5-for-everything-here-s-what-anthropic-actually-recommends"><p> Twitter tweet </p></a></blockquote><p class="paragraph" style="text-align:left;">I get why some people think this looks like a FOMO marketing campaign. When Anthropic extended Claude Fable 5 access, everyone had the same reaction:</p><p class="paragraph" style="text-align:left;"><b>“RESET LIMITTTT.”</b></p><p class="paragraph" style="text-align:left;">Then this story started going viral: Anthropic shared cost-saving tips for Fable 5, showing how you can keep <b>90%+ of Fable 5’s performance</b> while paying much less. </p><p class="paragraph" style="text-align:left;">Anthropic points to 2 patterns:</p><p class="paragraph" style="text-align:left;"><b>Advisor </b>pattern and <b>Orchestrator</b> pattern. For normal users, this sounds a bit too “developer workflow.”</p><p class="paragraph" style="text-align:left;">→ In this guide, I&#39;ll show you these 2 patterns Anthropic uses, and how you can apply the same approach inside Claude.</p><div class="paywall"><hr class="paywall__break"/><div class="paywall__content"><h2 class="paywall__header"> You’ve reached the locked part! Subscribe to read the rest. </h2><p class="paywall__description"> Get access to this post and other subscriber-only content. </p><p class="paywall__links"><a class="paywall__upgrade_link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=stop-using-fable-5-for-everything-here-s-what-anthropic-actually-recommends">Upgrade</a> Translation missing: en.app.shared.conjuction.or <a class="paywall__login_link" href="https://www.aifire.co/login?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=stop-using-fable-5-for-everything-here-s-what-anthropic-actually-recommends">Sign In</a></p><div class="paywall__upsell"><div class="paywall__upsell_header"><h3> A subscription gets you </h3></div><ul class="paywall__upsell_features"><li class="paywall__upsell_feature"> Instant access to 700+ AI workflows ($5,800+ Value) </li><li class="paywall__upsell_feature"> Advanced AI tutorials: Master prompt engineering, RAG, model fine-tuning, Hugging Face, and open-source LLMs, etc ($2,997+ Value) </li><li class="paywall__upsell_feature"> Daily AI Tutorials: Unlock new AI tools, money-making strategies, and industry (ecommerce, marketing, coding, teaching, and more) transformations (with videos!) 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  <title>⚡ Codex vs Claude Cowork: We Tested &amp; Compared Every Feature So You Don’t Have To</title>
  <description>We break down this for everyday users so you can see which one fits your workflow best. From usability to automation power, pick the right tool without trial and error.</description>
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  <link>https://www.aifire.co/p/codex-vs-claude-cowork-best-ai-agent-for-real-work</link>
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  <pubDate>Thu, 09 Jul 2026 06:52:47 +0000</pubDate>
  <atom:published>2026-07-09T06:52:47Z</atom:published>
    <dc:creator>Robin Do</dc:creator>
    <category><![CDATA[Ai Tools]]></category>
    <category><![CDATA[🔥 Ai Fire Academy]]></category>
  <content:encoded><![CDATA[
    <div class='beehiiv'><style>
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</style><div class='beehiiv__body'><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><b>TL;DR</b></p><p class="paragraph" style="text-align:left;">Codex vs Claude Cowork comes down to workflow. Codex is better for file editing, image generation, multitasking, and price, while Claude Cowork is better for connectors, permissions, scheduled tasks, and folder control.</p><p class="paragraph" style="text-align:left;">Both tools can help regular people create documents, slides, spreadsheets, reports, and daily work outputs. The real difference is how much control you want compared with how smooth you want the app to feel.</p><p class="paragraph" style="text-align:left;">This guide compares app layout, projects, third-party tools, automations, file creation, design, extras, and pricing. You will see where each tool wins, where each one feels weak, and how to choose without guessing.</p><p class="paragraph" style="text-align:left;"><b>Key points</b></p><ul><li><p class="paragraph" style="text-align:left;">Important fact: Codex gives stronger daily value on the $20 ChatGPT Plus plan.</p></li><li><p class="paragraph" style="text-align:left;">Common mistake: Do not choose only by model quality; the workflow matters more.</p></li><li><p class="paragraph" style="text-align:left;">Practical takeaway: Use Codex for speed and files, Claude Cowork for control and scheduled work.</p></li></ul><figcaption class="blockquote__byline"></figcaption></blockquote></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">Table of Contents</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#introduction" rel="noopener noreferrer nofollow">Introduction</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#i-access-app-layout" rel="noopener noreferrer nofollow">I. Access & App Layout</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ii-folders-projects" rel="noopener noreferrer nofollow">II. Folders & Projects</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iii-connectors-vs-plugins-with-thir" rel="noopener noreferrer nofollow">III. Connectors vs Plugins with Third-Party Tools</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iv-scheduled-tasks-automations" rel="noopener noreferrer nofollow">IV. Scheduled Tasks & Automations</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#v-file-creation-editing" rel="noopener noreferrer nofollow">V. File Creation & Editing</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#vi-design-capabilities" rel="noopener noreferrer nofollow">VI. Design Capabilities</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#vii-quick-fire-extras-smaller-featu" rel="noopener noreferrer nofollow">VII. Quick-Fire Extras: Smaller Features</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#viii-pricing" rel="noopener noreferrer nofollow">VIII. Pricing</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#conclusion" rel="noopener noreferrer nofollow">Conclusion</a></p></li></ul></div><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2969056?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=codex-vs-claude-cowork-we-tested-compared-every-feature-so-you-don-t-have-to" target="_blank" rel="noopener noreferrer nofollow"><span style="text-decoration:underline;"><i><b>AI-generated Podcast: Spotify | Apple Podcasts</b></i></span></a><span style="text-decoration:underline;"><i><b>,</b></i></span><i><b> </b></i><a class="link" href="https://www.youtube.com/watch?v=LEE5ZD-t7FM&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=codex-vs-claude-cowork-we-tested-compared-every-feature-so-you-don-t-have-to" target="_blank" rel="noopener noreferrer nofollow"><span style="text-decoration:underline;"><i><b>YouTube</b></i></span></a><span style="text-decoration:underline;"><i><b>.</b></i></span></p><figcaption class="blockquote__byline"></figcaption></blockquote></div><h2 class="heading" style="text-align:left;" id="introduction"><b>Introduction</b></h2><p class="paragraph" style="text-align:left;">Claude burned 6.2M tokens on a task Codex finished with 1.5M. Same output, yet 4x the cost!?</p><p class="paragraph" style="text-align:left;">That gap alone could decide which one you pay for. <b>But it&#39;s not the whole story.</b></p><p class="paragraph" style="text-align:left;">Today I&#39;ll walk you through every feature that actually matters: pricing, speed, output quality, and which one fits your workflow if you&#39;re running a small team.</p><p class="paragraph" style="text-align:left;">If you&#39;re running a small team and already paying for one AI subscription, you&#39;re about to find out if the second one is worth it.</p><h2 class="heading" style="text-align:left;" id="i-access-app-layout"><b>I. Access & App Layout</b></h2><p class="paragraph" style="text-align:left;">Both tools begin the same way: you install a desktop app. But the moment you open them, the experience already feels different.</p><h3 class="heading" style="text-align:left;" id="1-claude-cowork-one-unified-home-as"><b>1. Claude Cowork: One Unified Home (as of July 2026)</b></h3><div class="paywall"><hr class="paywall__break"/><div class="paywall__content"><h2 class="paywall__header"> You’ve reached the locked part! Subscribe to read the rest. </h2><p class="paywall__description"> Get access to this post and other subscriber-only content. </p><p class="paywall__links"><a class="paywall__upgrade_link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=codex-vs-claude-cowork-we-tested-compared-every-feature-so-you-don-t-have-to">Upgrade</a> Translation missing: en.app.shared.conjuction.or <a class="paywall__login_link" href="https://www.aifire.co/login?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=codex-vs-claude-cowork-we-tested-compared-every-feature-so-you-don-t-have-to">Sign In</a></p><div class="paywall__upsell"><div class="paywall__upsell_header"><h3> A subscription gets you </h3></div><ul class="paywall__upsell_features"><li class="paywall__upsell_feature"> Instant access to 700+ AI workflows ($5,800+ Value) </li><li class="paywall__upsell_feature"> Advanced AI tutorials: Master prompt engineering, RAG, model fine-tuning, Hugging Face, and open-source LLMs, etc ($2,997+ Value) </li><li class="paywall__upsell_feature"> Daily AI Tutorials: Unlock new AI tools, money-making strategies, and industry (ecommerce, marketing, coding, teaching, and more) transformations (with videos!) 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  <title>🖼️ Meta’s Muse Image Is Live</title>
  <description>Only 5 days left for free access!</description>
      <enclosure url="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/34b23fa8-f3ea-473e-8345-afd94e618e5c/meta-muse-image-drops-your-ai-art-generator-upgrade.png" length="1214285" type="image/png"/>
  <link>https://www.aifire.co/p/meta-muse-image-drops-your-ai-art-generator-upgrade</link>
  <guid isPermaLink="true">https://www.aifire.co/p/meta-muse-image-drops-your-ai-art-generator-upgrade</guid>
  <pubDate>Tue, 07 Jul 2026 17:00:00 +0000</pubDate>
  <atom:published>2026-07-07T17:00:00Z</atom:published>
    <dc:creator>Wendy</dc:creator>
  <content:encoded><![CDATA[
    <div class='beehiiv'><style>
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:center;"><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/welcome-checklist/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow">Free AFIRE Guide</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow">AI Academy</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.passionfroot.me/aifire?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow">Advertise</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/ai-masteryaz-course/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow">AI Mastery A-Z</a></b></span></p><div class="image"><a class="image__link" href="https://www.aifire.co/p/ai-fire-spark-intro-offer-2026-performance-kickoff?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" rel="noopener" target="_blank"><img alt="ai-fire-banner" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b9b000b0-56b8-40d7-a401-5954ca679e64/image.png?t=1772091328"/></a></div><p class="paragraph" style="text-align:left;"><b>Plus: </b><a class="link" href="https://www.aifire.co/p/claude-memory-make-it-remember-everything-permanently?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>How to Give Claude Perfect Memory That Remembers Everything Permanently (Full Guide)</b></a></p><p class="paragraph" style="text-align:left;">Meta rolled out Muse Image with Instagram integration. If your account is public, others can generate AI images from your photos unless you disable the feature.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2970729?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>AI-generated Podcast: Spotify | Apple Podcasts</b></a><b>, </b><a class="link" href="https://www.youtube.com/watch?v=SRJxX6O_k5c&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>YouTube</b></a></p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">What&#39;s on FIRE 🔥</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#metas-agentic-ai-leap-muse-image-mu" rel="noopener noreferrer nofollow">🎨 Meta’s Agentic AI Leap: Muse Image & Muse Video</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-sources-from-ai-fire" rel="noopener noreferrer nofollow">📚 AI Sources From AI Fire</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#todays-ai-highlights" rel="noopener noreferrer nofollow">⭐ Today&#39;s AI Highlights</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-tools" rel="noopener noreferrer nofollow">🏅 AI Tools</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-breakthrough" rel="noopener noreferrer nofollow">📊 AI Breakthrough</a></p></li></ul></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>IN PARTNERSHIP WITH </b><span style="background-color:#ff914d;"><b>HUBSPOT</b></span></h4><h3 class="heading" style="text-align:left;">Want to get the most out of ChatGPT?</h3><div class="image"><a class="image__link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-c&_bhiiv=opp_1083d6a2-6436-4093-ae91-c66e35a28012_b942af4d&bhcl_id=4b65604e-d2c5-4226-b66b-36d26ff2f670_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/3d07933c-56f3-4e33-8801-be4127e06d2c/ChatGPT_V1.jpg?t=1744399039"/></a></div><p class="paragraph" style="text-align:left;">ChatGPT is a superpower if you know how to use it correctly.</p><p class="paragraph" style="text-align:left;">Discover how <a class="link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-c&_bhiiv=opp_1083d6a2-6436-4093-ae91-c66e35a28012_b942af4d&bhcl_id=4b65604e-d2c5-4226-b66b-36d26ff2f670_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">HubSpot&#39;s guide to AI</a> can elevate both your productivity and creativity to get more things done.</p><p class="paragraph" style="text-align:left;">Learn to automate tasks, enhance decision-making, and foster innovation with the power of AI.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-c&_bhiiv=opp_1083d6a2-6436-4093-ae91-c66e35a28012_b942af4d&bhcl_id=4b65604e-d2c5-4226-b66b-36d26ff2f670_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Download the free guide</a></p></div><div id="metas-agentic-ai-leap-muse-image-mu" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;">AI INSIGHTS</span></p><h2 class="heading" style="text-align:left;">🎨<b> </b><a class="link" href="https://ai.meta.com/blog/introducing-muse-image-muse-video-msl/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>Meta’s Agentic AI Leap: Muse Image & Muse Video</b></a></h2><div class="image"><a class="image__link" href="https://ai.meta.com/blog/introducing-muse-image-muse-video-msl/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" rel="noopener" target="_blank"><img alt="metas-agentic-ai-leap-muse-image-and-muse-video" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/ecf907fc-bb95-4c2e-866c-1e7fee2a902a/image.png?t=1783481039"/></a></div><p class="paragraph" style="text-align:left;">Meta is officially rolling out <b>Muse Image</b> & teasing <b>Muse Video</b>. Built by the Meta Superintelligence Labs (MSL), Muse Image operates as a full-blown autonomous agent.</p><ul><li><p class="paragraph" style="text-align:left;">Muse Image searches the web for factual accuracy, plans layouts, self-refines, it catches and fixes its own mistakes before showing you the final result.</p></li><li><p class="paragraph" style="text-align:left;">It can write and execute code to generate mathematically accurate data plots, working QR codes, animated GIFs, and even interactive visual games.</p></li><li><p class="paragraph" style="text-align:left;">The model is live right now on the <b>Meta AI app</b>, <b>Instagram</b>, and <b>WhatsApp</b>. You can even use an @mention to pull your friends&#39; public Instagram photos into your generated images (Meta did include an opt-out setting for privacy).</p></li><li><p class="paragraph" style="text-align:left;">Meta also gave a sneak peek at Muse Video. It features native audio support and currently ranks No. 3 on Arena, though Meta openly noted they are still polishing audio-video sync and fast-motion physics.</p></li></ul><p class="paragraph" style="text-align:left;">Meta is pairing Muse Image with their existing Muse Spark LLM. Because the system can reason, you can ask it to build something complex and it will map the grid, handle the typography, and output clean, legible text. </p><p class="paragraph" style="text-align:left;">It also scales with test-time compute, meaning the more time you let the model &quot;think&quot; during generation, the better the final image gets. All generated media is embedded with an invisible watermark.</p><div class="button" style="text-align:center;"><a target="_blank" rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://ai.meta.com/blog/introducing-muse-image-muse-video-msl/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live"><span class="button__text" style=""> Read more </span></a></div></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>PRESENTED BY </b><span style="background-color:#ff914d;"><b>MODA</b></span></h4><h3 class="heading" style="text-align:left;" id="moda-is-the-ai-design-agent-with-ta">Moda is the AI design agent with taste</h3><div class="image"><a class="image__link" href="https://moda.app/?utm_source=beehiiv&utm_medium=newsletter&utm_campaign={{publication_alphanumeric_id}}&utm_content=finally_editable_designs_may14&_bhiiv=opp_65e57187-83af-40e1-922c-045c2ea5609e_e14f5be0&bhcl_id=1b02eda3-a0c0-47a1-a29e-9059ccc9f568_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/8299cfc0-13d6-4ae2-ae03-c2e2c32ef946/finally_you_can_edit.png?t=1779210459"/></a></div><p class="paragraph" style="text-align:left;"><a class="link" href="https://moda.app/?utm_source=beehiiv&utm_medium=newsletter&utm_campaign={{publication_alphanumeric_id}}&utm_content=finally_editable_designs_may14&_bhiiv=opp_65e57187-83af-40e1-922c-045c2ea5609e_e14f5be0&bhcl_id=1b02eda3-a0c0-47a1-a29e-9059ccc9f568_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Moda</a> is an AI design product where you prompt what you need, get a complete on-brand design, and edit every element on a full canvas. </p><p class="paragraph" style="text-align:left;">Our viral launch hit 4.4M views in days, tens of thousands signed up, and executives at major finance and tech companies now use it.</p><p class="paragraph" style="text-align:left;"><i><a class="link" href="https://moda.app/?utm_source=beehiiv&utm_medium=newsletter&utm_campaign={{publication_alphanumeric_id}}&utm_content=finally_editable_designs_may14&_bhiiv=opp_65e57187-83af-40e1-922c-045c2ea5609e_e14f5be0&bhcl_id=1b02eda3-a0c0-47a1-a29e-9059ccc9f568_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Try Moda Free Today</a></i></p></div><div id="ai-sources-from-ai-fire" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">AI SOURCES FROM AI FIRE</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><b>1.</b> <a class="link" href="https://www.aifire.co/p/claude-memory-make-it-remember-everything-permanently?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>How to Give Claude Perfect Memory That Remembers Everything Permanently (Full Guide)</b></a>. Discover the multi-layer memory workflow that makes Claude dramatically more consistent, useful, and context-aware over time.</p><p class="paragraph" style="text-align:left;"><b>2.</b> <a class="link" href="https://www.aifire.co/p/how-to-make-money-with-claude-ai-roadmap-for-2026?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>So You Learned Claude. Here’s How to Make Money With AI Next</b></a>. Turn your Claude skills into real career with a simple roadmap: <i>find business constraints</i>, <i>connect them to KPIs</i>, <i>build useful AI systems</i>, and <i>prove results</i> without quitting your job.</p><p class="paragraph" style="text-align:left;"><b>3. </b><a class="link" href="https://www.aifire.co/p/ai-video-creation-google-flow-claude-guide-in-10-mins?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>10 Minutes to Take Control of 90% of AI Video Workflows From Scratch (Google Flow + Claude AI)</b></a>. Quick hacks, workflow secrets, and time-saving strategies hidden in plain sight, ready to level up fast. Get a step-by-step guide to go from beginner to confident creator.</p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;">🧠<b> </b><a class="link" href="https://www.aifire.co/p/12-open-source-ai-projects-worth-trying-right-now-in-2026?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>12 Free Open-Source AI Tools Most People Haven’t Seen, But Must Try Right Now</b></a></h3><p class="paragraph" style="text-align:left;">Open-source AI is moving so fast right now that some of the best tools are not hiding behind paid plans anymore. They are sitting on GitHub, free to try, with thousands of developers already testing, fixing, and building on top of them.</p><p class="paragraph" style="text-align:left;">And honestly, some of these open-source AI tools feel way too powerful to be free.</p><p class="paragraph" style="text-align:left;">I found<b> </b><a class="link" href="https://www.aifire.co/p/12-open-source-ai-projects-worth-trying-right-now-in-2026?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>12 open-source AI project picks</b></a> that are worth your time right now. Here’s the quick map:</p><div style="padding:14px 15px 14px;"><table class="bh__table" width="100%" style="border-collapse:collapse;"><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Category</p></th><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">What you’ll find</p></th></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">AI video and media</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Build videos, edit clips, generate voice, and turn animations into MP4s</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Agent frameworks</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Run longer tasks with memory, sandboxes, and sub-agents</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Code intelligence</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Help agents understand large repos faster</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Security tools</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Check AI skills before installing them</p></td></tr></table></div><p class="paragraph" style="text-align:left;">Even if you only try one or two, you’ll probably find something that changes your workflow.</p><div class="button" style="text-align:center;"><a rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://www.aifire.co/p/12-open-source-ai-projects-worth-trying-right-now-in-2026?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live"><span class="button__text" style=""> Where to Start: Full Roadmap </span></a></div></div><div class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">TODAY IN AI</span></h2></div><div id="todays-ai-highlights" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;"><b> AI HIGHLIGHTS</b></span></p><p class="paragraph" style="text-align:left;">⏳ Claude Fable 5 will remain included in all paid plans until July 12! You’ve got 5 more days to test before access changes. Can we get a Fable 5 reset too? Anw, <a class="link" href="https://claude.ai/new?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>try it here</b></a>.</p><p class="paragraph" style="text-align:left;">📱 Claude Cowork is now available on web & mobile, it can keep working even when your laptop is closed. Anthropic also <a class="link" href="https://claude.com/blog/cowork-web-mobile?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>2X Cowork usage limits</b></a> through August 5.</p><p class="paragraph" style="text-align:left;">⚽ Gemini Spark can now intelligently track topics & react to events in real time. <br>Try <a class="link" href="https://x.com/GeminiApp/status/2074280701948829829?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>this prompt</b></a> to get game analyses emailed to you after your favorite team plays.</p><p class="paragraph" style="text-align:left;">😬 Meta now lets anyone use your Instagram photos in AI images, unless you <a class="link" href="https://archive.is/QbE6V?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>opt out manually</b></a>. Public accounts are included by default, and Meta won’t notify you.</p><p class="paragraph" style="text-align:left;">⚠️ Discord’s AI moderation system misfired badly. Over 8,000 users were wrongly banned after harmless <a class="link" href="https://techcrunch.com/2026/07/07/discord-admits-ai-moderation-bug-wrongfully-banned-users-over-harmless-images/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>grid-like images</b></a> triggered false harmful-content matches.</p><p class="paragraph" style="text-align:left;">🚀 OpenAI is just days away from another big release. <b><a class="link" href="https://x.com/thsottiaux/status/2073933490513752151?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow">Tibo Sottiaux says</a></b> GPT-5.6 Ultra is coming to Codex, with the full GPT-5.6 family expected to land this week.</p><p class="paragraph" style="text-align:left;">🧩 DeepSeek is <a class="link" href="https://www.reuters.com/world/china/chinas-deepseek-developing-its-own-ai-chip-sources-say-2026-07-07/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>reportedly</b></a> developing its own AI inference chip. This could reduce its reliance on Nvidia and Huawei hardware while pushing China’s AI chip race further.</p><p class="paragraph" style="text-align:left;"><b>💰 Big AI Fundraising: </b>AI law startup<b> </b>Norm <a class="link" href="https://www.finsmes.com/2026/07/norm-ai-raises-120m-at-1-2-billion-valuation.html?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>raised $120M</b></a> in Series C, reaching a $1.2B valuation. The AI law startup runs Norm Law, where AI agents handle legal work under human attorney supervision.</p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;"><b>🗯 </b><b><a class="link" href="https://magic.beehiiv.com/v1/7d647500-68ff-45c7-86d0-0c577830cd24?email={{email}}&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow">The AI Sales Stack Your Competitors are Already Using.</a></b></h3><div class="image"><a class="image__link" href="https://magic.beehiiv.com/v1/7d647500-68ff-45c7-86d0-0c577830cd24?email={{email}}&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" rel="noopener" target="_blank"><img alt="" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/70f4cc20-5c02-4794-bbc3-204403144e68/image.png?t=1782439592"/></a></div><p class="paragraph" style="text-align:left;">New AI tools launch every week. Most aren&#39;t worth your time. </p><p class="paragraph" style="text-align:left;">Sales Bytes tests them so you don&#39;t have to. Every Wednesday you get the best tools, prompts, and workflows for prospecting, outreach, and closing.</p><p class="paragraph" style="text-align:left;">One free email. Five minutes. Stay ahead of the reps who aren&#39;t paying attention.</p><div class="button" style="text-align:center;"><a target="_blank" rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://magic.beehiiv.com/v1/7d647500-68ff-45c7-86d0-0c577830cd24?email={{email}}&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live"><span class="button__text" style=""> Subscribe to Sales Bytes </span></a></div></div><div id="ai-tools" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">NEW EMPOWERED AI TOOLS</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><ol start="1"><li><p class="paragraph" style="text-align:left;">🏅 <a class="link" href="https://getbadge.app/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>Badge</b></a> gives an AI agent that collects peer reviews to build proof of work. For job seekers, it builds for you a verified, portable trust score.</p></li><li><p class="paragraph" style="text-align:left;">📈 <a class="link" href="https://scribble.network/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>Scribble Network</b></a> can audit where you&#39;re invisible across every AI, create content that closes the gap, amplify it through 50,000 creators.</p></li><li><p class="paragraph" style="text-align:left;">💼 <a class="link" href="https://www.joinkatalyst.com/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>Katalyst</b></a> is the AI sales agent for teams on Salesforce. It runs 24/7, reading every call, email, surfacing the right signals, prompting you to act.</p></li><li><p class="paragraph" style="text-align:left;">🛍️ <a class="link" href="https://dupely.io/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>Dupely</b></a> is the trust layer online shopping has been missing. It finds identical products for less, shows you who&#39;s actually credible.</p></li></ol></div><div id="ai-breakthrough" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">AI BREAKTHROUGH</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;"><span style="font-size:22px;"><b>🎮 </b></span><span style="font-size:22px;"><a class="link" href="https://mira-wm.com/blog-post/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow"><b>Kyutai Simulated a Playable Rocket League Inside a Neural Net</b></a></span></h3><div class="image"><a class="image__link" href="https://mira-wm.com/blog-post/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" rel="noopener" target="_blank"><img alt="kyutai-simulated-a-playable-rocket-league-inside-a-neural-net" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/385e9775-60fd-410c-8aca-88c059bab2b5/image.png?t=1783480655"/></a></div><p class="paragraph" style="text-align:left;">Kyutai & General Intuition teamed up with Epic Games to release <b>MIRA</b>, an open-source world model that generates a live, 2v2 game of Rocket League entirely inside a neural network.</p><ul><li><p class="paragraph" style="text-align:left;">MIRA learned how to generate the game by watching 10,000 hours of footage of AI bots playing against each other. There is absolutely zero human gameplay or player data anywhere in the training mix.</p></li><li><p class="paragraph" style="text-align:left;">It successfully renders complex details like crashes and boost meters, keeping all 4 players&#39; screens perfectly synced.</p></li><li><p class="paragraph" style="text-align:left;">When the game triggers a goal replay, the model hallucinates completely convincing footage of a goal that never actually happened.</p></li><li><p class="paragraph" style="text-align:left;">The entire game runs at 20 frames/second on a single Nvidia GPU. The teams have open-sourced the code, the training data, and a playable demo.</p></li></ul><p class="paragraph" style="text-align:left;">We are seeing a clear pattern emerge in the space, right on the heels of other models generating environments like multiplayer Goldeneye. </p><p class="paragraph" style="text-align:left;">But as the companies involved point out, the end goal here is not to replace video games. The real mission is to build systems that can simulate the physical world, creating the synthetic data needed to train the next generation of robots.</p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;"><b>We read your emails, comments, and poll replies daily</b></h2><p class="paragraph" style="text-align:left;">Hit reply and say Hello – we&#39;d love to hear from you!<br>Like what you&#39;re reading? Forward it to friends, and they can sign up <b><a class="link" href="https://www.aifire.co/subscribe?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-muse-image-is-live" target="_blank" rel="noopener noreferrer nofollow">here</a></b>.</p><p class="paragraph" style="text-align:left;">Cheers, <br>The AI Fire Team</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=cc5f1838-290d-4741-abdd-0e44957c2c0b&utm_medium=post_rss&utm_source=ai_fire">Powered by beehiiv</a></div></div>
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  <title>🧠 12 Free Open-Source AI Tools Most People Haven’t Seen, But Must Try Right Now</title>
  <description>These 12 open-source AI tools aren’t just hype. Each one can save time, automate tasks, or help you build smarter AI workflows.</description>
      <enclosure url="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/93794e6c-5dea-4b8f-bace-eb5b3df2e599/12-open-source-ai-projects-worth-trying-right-now-in-2026.png" length="607914" type="image/png"/>
  <link>https://www.aifire.co/p/12-open-source-ai-projects-worth-trying-right-now-in-2026</link>
  <guid isPermaLink="true">https://www.aifire.co/p/12-open-source-ai-projects-worth-trying-right-now-in-2026</guid>
  <pubDate>Wed, 08 Jul 2026 08:35:49 +0000</pubDate>
  <atom:published>2026-07-08T08:35:49Z</atom:published>
    <dc:creator>Robin Do</dc:creator>
    <category><![CDATA[Open Source]]></category>
    <category><![CDATA[🔥 Ai Fire Academy]]></category>
  <content:encoded><![CDATA[
    <div class='beehiiv'><style>
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</style><div class='beehiiv__body'><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><b>TL;DR</b></p><p class="paragraph" style="text-align:left;">Open-source AI is now powerful enough for real work, not only small experiments. These 12 open-source AI tools can help you create videos, run agents, improve coding workflows, scan skills, and read complex documents.</p><p class="paragraph" style="text-align:left;">This guide covers open-source AI project picks across video production, agent frameworks, coding skills, code intelligence, security tooling, and open models. You will see what each tool does, who should try it, and where it fits in a real workflow.</p><p class="paragraph" style="text-align:left;">The best move is to start small. Pick one or two AI open-source projects that match your current work, test them carefully, and keep the ones that save time.</p><p class="paragraph" style="text-align:left;"><b>Key points</b></p><ul><li><p class="paragraph" style="text-align:left;">One important fact: Hermes Agent has 200K+ GitHub stars.</p></li><li><p class="paragraph" style="text-align:left;">One mistake to avoid: Do not install agent skills before scanning them.</p></li><li><p class="paragraph" style="text-align:left;">One practical takeaway: Start with the tool closest to your daily workflow.</p></li></ul><figcaption class="blockquote__byline"></figcaption></blockquote></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">Table of Contents</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#introduction" rel="noopener noreferrer nofollow">Introduction</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#i-ai-powered-video-media-creation" rel="noopener noreferrer nofollow">I. AI-Powered Video & Media Creation</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#1-open-montage" rel="noopener noreferrer nofollow">1. Open Montage</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#2-hyper-frames-by-hey-gen" rel="noopener noreferrer nofollow">2. HyperFrames by HeyGen</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#3-palmier-pro" rel="noopener noreferrer nofollow">3. Palmier Pro</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#4-voicebox" rel="noopener noreferrer nofollow">4. Voicebox</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ii-agent-frameworks-for-serious-wor" rel="noopener noreferrer nofollow">II. Agent Frameworks for Serious Work</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#5-deer-flow-by-byte-dance" rel="noopener noreferrer nofollow">5. DeerFlow by ByteDance</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#6-hermes-agent" rel="noopener noreferrer nofollow">6. Hermes Agent</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iii-skills-that-upgrade-your-coding" rel="noopener noreferrer nofollow">III. Skills That Upgrade Your Coding Agent</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#7-anthropic-cybersecurity-skills" rel="noopener noreferrer nofollow">7. Anthropic Cybersecurity Skills</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#8-matt-pococks-skills" rel="noopener noreferrer nofollow">8. Matt Pocock’s Skills</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#9-g-stack-by-garry-tan" rel="noopener noreferrer nofollow">9. G Stack By Garry Tan</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iv-code-intelligence-security-tooli" rel="noopener noreferrer nofollow">IV. Code Intelligence & Security Tooling</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#10-codebase-memory-mcp" rel="noopener noreferrer nofollow">10. Codebase Memory MCP</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#11-skill-specter-by-nvidia" rel="noopener noreferrer nofollow">11. Skill Specter By NVIDIA</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#v-open-models" rel="noopener noreferrer nofollow">V. Open Models</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#12-baidus-open-weights-vision-langu" rel="noopener noreferrer nofollow">12. Baidu&#39;s Open-Weights Vision-Language Model</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#where-to-start-full-roadmap" rel="noopener noreferrer nofollow">Where to Start: Full Roadmap</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#conclusion" rel="noopener noreferrer nofollow">Conclusion</a></p></li></ul></div><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2968592?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=12-free-open-source-ai-tools-most-people-haven-t-seen-but-must-try-right-now" target="_blank" rel="noopener noreferrer nofollow"><span style="text-decoration:underline;"><i><b>AI-generated Podcast: Spotify | Apple Podcasts</b></i></span></a><i><b>, </b></i><a class="link" href="https://www.youtube.com/watch?v=hl8YDiYxf4Q&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=12-free-open-source-ai-tools-most-people-haven-t-seen-but-must-try-right-now" target="_blank" rel="noopener noreferrer nofollow"><span style="text-decoration:underline;"><i><b>YouTube</b></i></span></a><i><b>.</b></i></p><figcaption class="blockquote__byline"></figcaption></blockquote></div><h2 class="heading" style="text-align:left;" id="introduction"><b>Introduction</b></h2><p class="paragraph" style="text-align:left;">Open-source AI is moving so fast right now that some of the best tools are not hiding behind paid plans anymore. They are sitting on GitHub, free to try, with thousands of developers already testing, fixing, and building on top of them.</p><p class="paragraph" style="text-align:left;">And honestly, some of these open-source AI tools feel way too powerful to be free.</p><p class="paragraph" style="text-align:left;">I found<b> 12 open-source AI project picks</b> that are worth your time right now. Here’s the quick map:</p><div style="padding:14px 15px 14px;"><table class="bh__table" width="100%" style="border-collapse:collapse;"><tr class="bh__table_row"><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">Category</p></th><th class="bh__table_header" width="50%"><p class="paragraph" style="text-align:left;">What you’ll find</p></th></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">AI video and media</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Build videos, edit clips, generate voice, and turn animations into MP4s</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Agent frameworks</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Run longer tasks with memory, sandboxes, and sub-agents</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Coding agent skills</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Make your AI agent better at security, planning, and engineering</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Code intelligence</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Help agents understand large repos faster</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Security tools</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Check AI skills before installing them</p></td></tr><tr class="bh__table_row"><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Open models</p></td><td class="bh__table_cell" width="50%"><p class="paragraph" style="text-align:left;">Try a small but powerful vision-language model for OCR</p></td></tr></table></div><p class="paragraph" style="text-align:left;">Even if you only try one or two, you’ll probably find something that changes your workflow.</p><div class="paywall"><hr class="paywall__break"/><div class="paywall__content"><h2 class="paywall__header"> You’ve reached the locked part! Subscribe to read the rest. </h2><p class="paywall__description"> Get access to this post and other subscriber-only content. </p><p class="paywall__links"><a class="paywall__upgrade_link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=12-free-open-source-ai-tools-most-people-haven-t-seen-but-must-try-right-now">Upgrade</a> Translation missing: en.app.shared.conjuction.or <a class="paywall__login_link" href="https://www.aifire.co/login?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=12-free-open-source-ai-tools-most-people-haven-t-seen-but-must-try-right-now">Sign In</a></p><div class="paywall__upsell"><div class="paywall__upsell_header"><h3> A subscription gets you </h3></div><ul class="paywall__upsell_features"><li class="paywall__upsell_feature"> Instant access to 700+ AI workflows ($5,800+ Value) </li><li class="paywall__upsell_feature"> Advanced AI tutorials: Master prompt engineering, RAG, model fine-tuning, Hugging Face, and open-source LLMs, etc ($2,997+ Value) </li><li class="paywall__upsell_feature"> Daily AI Tutorials: Unlock new AI tools, money-making strategies, and industry (ecommerce, marketing, coding, teaching, and more) transformations (with videos!) ($3,650+ Value) </li><li class="paywall__upsell_feature"> AI Case studies: Discover how companies use AI for internal success and innovative products ($1,997+ Value) </li><li class="paywall__upsell_feature"> $300,000+ Savings/Discounts: Save big on top AI tools and exclusive startup discounts </li></ul></div></div></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=b2006606-93a6-441b-8145-69959134d9a9&utm_medium=post_rss&utm_source=ai_fire">Powered by beehiiv</a></div></div>
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  <title>💼 So You Learned Claude. Here’s How to Make Money With AI Next</title>
  <description>Turn Claude skills into real career leverage with a simple roadmap: find business constraints, connect them to KPIs, build useful AI systems, and prove results without quitting your job.</description>
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  <link>https://www.aifire.co/p/how-to-make-money-with-claude-ai-roadmap-for-2026</link>
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  <pubDate>Wed, 08 Jul 2026 07:07:55 +0000</pubDate>
  <atom:published>2026-07-08T07:07:55Z</atom:published>
    <dc:creator>Robin Do</dc:creator>
    <category><![CDATA[How To Make Money With Ai]]></category>
    <category><![CDATA[Ai Visionaries]]></category>
    <category><![CDATA[Ai Fire 101]]></category>
    <category><![CDATA[🔥 Ai Fire Academy]]></category>
  <content:encoded><![CDATA[
    <div class='beehiiv'><style>
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</style><div class='beehiiv__body'><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><b>TL;DR</b></p><p class="paragraph" style="text-align:left;">Claude skills can help you make money with AI, but the real value comes from applying them to business problems. The best path is learning how to become an AI consultant by finding constraints, choosing one KPI, building a small AI system, and proving the result.</p><p class="paragraph" style="text-align:left;">This article shows how AI work has moved from simple automations to agentic systems, and why tool knowledge alone gets outdated fast. The AI skills to learn now are problem diagnosis, workflow thinking, metric tracking, and building useful solutions with Claude.</p><p class="paragraph" style="text-align:left;">You will learn two paths: independent AI consulting and in-house AI consulting. Both follow the same flow: diagnose the problem, prescribe the AI solution, and prove it worked.</p><p class="paragraph" style="text-align:left;"><b>Key points</b></p><ul><li><p class="paragraph" style="text-align:left;">AI consulting is projected to pass $64B by 2028.</p></li><li><p class="paragraph" style="text-align:left;">Avoid automating tasks that do not move a business metric.</p></li><li><p class="paragraph" style="text-align:left;">Start with one constraint, one KPI, and one small build.</p></li></ul><figcaption class="blockquote__byline"></figcaption></blockquote></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">Table of Contents</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#introduction" rel="noopener noreferrer nofollow">Introduction</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#i-ai-skills-that-are-bigger-than-cl" rel="noopener noreferrer nofollow">I. AI Skills That Are Bigger than Claude</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ii-how-to-become-an-ai-consultant-w" rel="noopener noreferrer nofollow">II. How to Become an AI Consultant With Claude Ski …</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iii-why-this-window-wont-stay-open-" rel="noopener noreferrer nofollow">III. Why This Window Won&#39;t Stay Open Forever</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iv-roadmap-constraint-first-kpi-sec" rel="noopener noreferrer nofollow">IV. Roadmap: Constraint First, KPI Second, Build T …</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-1-audit-your-role" rel="noopener noreferrer nofollow">Step 1: Audit Your Role</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-2-pick-your-project-and-prove-" rel="noopener noreferrer nofollow">Step 2: Pick Your Project and Prove It Works</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-3-turn-the-proof-into-a-real-r" rel="noopener noreferrer nofollow">Step 3: Turn the Proof Into a Real Role</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#bonus-real-case-studies-proof-beats" rel="noopener noreferrer nofollow">Bonus: Real Case Studies: Proof Beats Credentials</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#conclusion" rel="noopener noreferrer nofollow">Conclusion</a></p></li></ul></div><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2968205?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=so-you-learned-claude-here-s-how-to-make-money-with-ai-next" target="_blank" rel="noopener noreferrer nofollow"><span style="text-decoration:underline;"><i><b>AI-generated Podcast: Spotify | Apple Podcasts</b></i></span></a><i><b>, </b></i><a class="link" href="https://www.youtube.com/watch?v=bLuCzzn7BME&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=so-you-learned-claude-here-s-how-to-make-money-with-ai-next" target="_blank" rel="noopener noreferrer nofollow"><span style="text-decoration:underline;"><i><b>YouTube</b></i></span></a><i><b>.</b></i></p><figcaption class="blockquote__byline"></figcaption></blockquote></div><h2 class="heading" style="text-align:left;" id="introduction"><b>Introduction</b></h2><p class="paragraph" style="text-align:left;">So you learned Claude. You can build Claude agents, set up automations, connect tools, and maybe even create full AI systems.</p><p class="paragraph" style="text-align:left;">So <i><b>what do you do with these skills now?</b></i></p><p class="paragraph" style="text-align:left;">Start an AI agency? Sell automations? Build software for companies? That can work, but maybe you already have a normal job, a steady paycheck, and no desire to turn your life into endless sales calls.</p><p class="paragraph" style="text-align:left;">But doing nothing is risky too. AI is changing every week, and the old idea of job security is getting weaker.</p><p class="paragraph" style="text-align:left;">So today, I’ll show you how to make money with AI without quitting your job, how to become an AI consultant inside your current career, and the AI skills to learn so you can turn Claude from a cool tool into real business results.</p><div class="paywall"><hr class="paywall__break"/><div class="paywall__content"><h2 class="paywall__header"> You’ve reached the locked part! Subscribe to read the rest. </h2><p class="paywall__description"> Get access to this post and other subscriber-only content. </p><p class="paywall__links"><a class="paywall__upgrade_link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=so-you-learned-claude-here-s-how-to-make-money-with-ai-next">Upgrade</a> Translation missing: en.app.shared.conjuction.or <a class="paywall__login_link" href="https://www.aifire.co/login?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=so-you-learned-claude-here-s-how-to-make-money-with-ai-next">Sign In</a></p><div class="paywall__upsell"><div class="paywall__upsell_header"><h3> A subscription gets you </h3></div><ul class="paywall__upsell_features"><li class="paywall__upsell_feature"> Instant access to 700+ AI workflows ($5,800+ Value) </li><li class="paywall__upsell_feature"> Advanced AI tutorials: Master prompt engineering, RAG, model fine-tuning, Hugging Face, and open-source LLMs, etc ($2,997+ Value) </li><li class="paywall__upsell_feature"> Daily AI Tutorials: Unlock new AI tools, money-making strategies, and industry (ecommerce, marketing, coding, teaching, and more) transformations (with videos!) ($3,650+ Value) </li><li class="paywall__upsell_feature"> AI Case studies: Discover how companies use AI for internal success and innovative products ($1,997+ Value) </li><li class="paywall__upsell_feature"> $300,000+ Savings/Discounts: Save big on top AI tools and exclusive startup discounts </li></ul></div></div></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=bdda6c1f-db6f-4a19-b320-1b43be492268&utm_medium=post_rss&utm_source=ai_fire">Powered by beehiiv</a></div></div>
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  <title>🧠 Claude’s Hidden J-Space</title>
  <description>How to clone Fable 5 for $0 ASAP!?</description>
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  <pubDate>Mon, 06 Jul 2026 17:00:00 +0000</pubDate>
  <atom:published>2026-07-06T17:00:00Z</atom:published>
    <dc:creator>Wendy</dc:creator>
  <content:encoded><![CDATA[
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:center;"><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/welcome-checklist/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow">Free AFIRE Guide</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow">AI Academy</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.passionfroot.me/aifire?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow">Advertise</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/ai-masteryaz-course/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow">AI Mastery A-Z</a></b></span></p><div class="image"><a class="image__link" href="https://www.aifire.co/p/ai-fire-spark-intro-offer-2026-performance-kickoff?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" rel="noopener" target="_blank"><img alt="ai-fire-banner" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b9b000b0-56b8-40d7-a401-5954ca679e64/image.png?t=1772091328"/></a></div><p class="paragraph" style="text-align:left;"><b>Plus: </b><a class="link" href="https://www.aifire.co/p/build-your-ultimate-second-brain-with-claude-fable-5?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>Build Your Ultimate Second Brain that Actually Works with Fable 5. Before It’s Too Late (Full Guide)</b></a></p><p class="paragraph" style="text-align:left;">Claude may be doing more thinking than it shows. Anthropic found a hidden J-Space where ideas move silently before the final answer appears. Slightly wild, honestly.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2968290?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>AI-generated Podcast: Spotify | Apple Podcasts</b></a><b>, </b><a class="link" href="https://www.youtube.com/watch?v=Kera2qrFFFI&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>YouTube</b></a></p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">What&#39;s on FIRE 🔥</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#anthropic-discovers-a-claudes-hidde" rel="noopener noreferrer nofollow">🔍 Anthropic Discovers a Claude&#39;s Hidden Workspace</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-sources-from-ai-fire" rel="noopener noreferrer nofollow">📚 AI Sources From AI Fire</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#build-your-second-brain-that-works-" rel="noopener noreferrer nofollow">🧠 Build Your Second Brain that Works with Fable 5</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#todays-ai-highlights" rel="noopener noreferrer nofollow">⭐ Today&#39;s AI Highlights</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-tools" rel="noopener noreferrer nofollow">🏅 AI Tools</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-breakthrough" rel="noopener noreferrer nofollow">📊 AI Breakthrough</a></p></li></ul></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>IN PARTNERSHIP WITH </b><span style="background-color:#ff914d;"><b>SECTION</b></span></h4><div class="image"><a class="image__link" href="https://www.vpdae.com/redirect/vukxteojlo8gvcl0mm80whdtf2x?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" rel="noopener" target="_blank"><img alt="" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/095cda32-99cc-4b38-beb1-8683be20fd17/image.png?t=1782957511"/></a></div><p class="paragraph" style="text-align:left;"><b><a class="link" href="https://www.vpdae.com/redirect/vukxteojlo8gvcl0mm80whdtf2x?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow">The AI Augmented Executive - July 31 | Free Virtual Event</a></b></p><p class="paragraph" style="text-align:left;">The best leaders use AI daily to work faster and think bigger. But most executives still don&#39;t have a clear process to make that happen. </p><p class="paragraph" style="text-align:left;">On 7/31, <a class="link" href="https://www.vpdae.com/redirect/vukxteojlo8gvcl0mm80whdtf2x?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>Section CEO Greg Shove</b></a> will share exactly how he stays on top of AI and the use cases that make the biggest difference at the executive level.</p><div class="button" style="text-align:center;"><a target="_blank" rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://www.vpdae.com/redirect/vukxteojlo8gvcl0mm80whdtf2x?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space"><span class="button__text" style=""> Claim Your Free Spot </span></a></div><div class="custom_html"><img src="https://www.vpdae.com/open/2b019ae2.gif?opens=1" width="1" height="1"></div></div><div id="anthropic-discovers-a-claudes-hidde" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;">AI INSIGHTS</span></p><h2 class="heading" style="text-align:left;">🔍<b> </b><a class="link" href="https://www.anthropic.com/research/global-workspace?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>Anthropic Discovers a Hidden Workspace for Silent AI Reasoning</b></a></h2><div class="image"><a class="image__link" href="https://www.anthropic.com/research/global-workspace?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" rel="noopener" target="_blank"><img alt="anthropic-discovers-a-hidden-workspace-for-silent-ai-reasoning" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/4878a07b-d735-4c0a-9b7a-b31a54a35c7f/image.png?t=1783395006"/></a></div><p class="paragraph" style="text-align:left;">Anthropic just identified a hidden internal workspace where Claude holds and manipulates ideas without actually putting them into words.</p><ul><li><p class="paragraph" style="text-align:left;">Meet &quot;J-Space&quot;, this is a separate internal area where Claude can plan strategies and compute concepts. This happens completely independent of the standard &quot;<i>chain of thought</i>&quot; reasoning it shares with users.</p></li><li><p class="paragraph" style="text-align:left;">Similar to how humans can think about one thing while doing another, Claude can multitask its focus. In one test, Claude was instructed to think about the Golden Gate Bridge while copying an entirely unrelated sentence. While it successfully copied the text, researchers could see its J-Space actively processing concepts like &quot;bridge&quot; and &quot;California&quot; in the background.</p></li></ul><p class="paragraph" style="text-align:left;">While Anthropic uses the word &quot;conscious&quot; over 200 times, the company stops short of claiming the model actually feels or experiences anything. </p><p class="paragraph" style="text-align:left;">However, the findings do show a surprisingly human-like division between deliberate, active reasoning and the automatic computation running beneath the surface.</p><p class="paragraph" style="text-align:left;">As AI systems become more complex, understanding not just what they are generating, but what they are quietly processing in the background, is going to be a critical piece of keeping these systems safe.</p><div class="button" style="text-align:center;"><a target="_blank" rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://www.anthropic.com/research/global-workspace?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space"><span class="button__text" style=""> Read more </span></a></div></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>PRESENTED BY </b><span style="background-color:#ff914d;"><b>PODIUM</b></span></h4><h3 class="heading" style="text-align:left;" id="summers-here-larry-handles-calls-jo">Summer&#39;s here. Larry handles calls, jobs, and memberships automatically.</h3><div class="image"><a class="image__link" href="https://homeservices.podium.com/demo/?utm_campaign={{publication_alphanumeric_id}}&utm_source=beehiiv&SCID=701U100000uier8IAA&_bhiiv=opp_9e4584a2-5564-4078-b808-8212b30b960c_52acafb0&bhcl_id=d427ad3a-d929-4be7-b77a-eeada33fbe0a_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/fd2fa333-c916-4215-adbd-d1f594814b57/Home_Services_V3__Q2_-_Primary.png?t=1781203392"/></a></div><p class="paragraph" style="text-align:left;">Air Design used to spend hours every day manually calling their 600 members to schedule seasonal tune-ups.</p><p class="paragraph" style="text-align:left;">They turned on Podium&#39;s AI Membership Coordinator. It contacted 471 members, booked 187 jobs, and generated $24,000 in revenue.</p><p class="paragraph" style="text-align:left;">Across home services, the story repeats. </p><p class="paragraph" style="text-align:left;">Magnolia Plumbing cut invoice-to-payment time to 6 minutes and saved 60 hours of admin work every month.</p><p class="paragraph" style="text-align:left;">This is what Podium&#39;s AI Operating System does: phones answered, jobs booked, invoices collected — automatically, without adding headcount.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://homeservices.podium.com/demo/?utm_campaign={{publication_alphanumeric_id}}&utm_source=beehiiv&SCID=701U100000uier8IAA&_bhiiv=opp_9e4584a2-5564-4078-b808-8212b30b960c_52acafb0&bhcl_id=d427ad3a-d929-4be7-b77a-eeada33fbe0a_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">If your schedule isn&#39;t packed this summer, it can be.</a></p><p class="paragraph" style="text-align:left;"><span style="color:rgb(89, 89, 89);"><a class="link" href="https://homeservices.podium.com/demo/?utm_campaign={{publication_alphanumeric_id}}&utm_source=beehiiv&SCID=701U100000uier8IAA&_bhiiv=opp_9e4584a2-5564-4078-b808-8212b30b960c_52acafb0&bhcl_id=d427ad3a-d929-4be7-b77a-eeada33fbe0a_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">See How It Works</a></span></p><p class="paragraph" style="text-align:left;"></p></div><div id="ai-sources-from-ai-fire" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">AI SOURCES FROM AI FIRE</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;">🔥<b> </b><a class="link" href="https://community.aifire.co/c/product-updates/weekly-tooldrop-ep-50?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>Ep 50 Tooldrop</b></a><b>: A Library of Ready-Made Claude Skills for Paid Ads, Website Performance, Ecommerce, Revenue, and More.</b></p><p class="paragraph" style="text-align:left;">Get your <a class="link" href="https://community.aifire.co/c/product-updates/weekly-tooldrop-ep-50?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>full breakdown here</b></a> (Free, no hidden fee)! 5 AI tools that:</p><ul><li><p class="paragraph" style="text-align:left;">Support high-quality video generation & conversational editing from text, image and video inputs.</p></li><li><p class="paragraph" style="text-align:left;">Give you autonomous AI Influencers that run your social media 24/7. Just drop your product link.</p></li></ul><p class="paragraph" style="text-align:left;"><b>1.</b> <a class="link" href="https://www.aifire.co/p/4-best-fable-5-use-cases-to-try-before-free-window-closes?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>4 Best & Must-Try Use Cases to Use Claude Fable 5 NOW Before Free Window Closes!</b></a> Fable 5 usage is limited, so small prompts waste value. 4 better ways to clone tools, review Claude Code, debug code, and build software fast today.</p><p class="paragraph" style="text-align:left;"><b>2.</b> <a class="link" href="https://www.aifire.co/p/fable-5-is-dead-but-its-working-style-is-recoverable?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>Copy Claude Fable 5’s Working Style into Any AI Model: Step-by-Step Guide</b></a>. Fable 5 may be gone, but its working style isn’t lost. Extract its decision-making, pacing, and tool use from your session logs and apply them to any AI model.</p><p class="paragraph" style="text-align:left;"><b>3. Video: </b><a class="link" href="https://www.youtube.com/watch?v=iXhkNuxq4LQ&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>How I Vibe-Coded A $20K Internal App With Claude Design + Codex</b></a>. Learn step by step how to brainstorm an app idea, design a clean, clickable UI, and turn it into a working MVP - all without deep coding knowledge.</p><p class="paragraph" style="text-align:left;"><b>4. </b><a class="link" href="https://www.aifire.co/p/ai-agent-fundamentals-openclaw-claude-cowork-explained?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>Have you truly grasped how AI agents work?</b></a> We break down the basics of local & cloud AI agents, showing how tools like OpenClaw or Claude Cowork execute real, multi-step workflows while you focus on strategic decisions.</p></div><div id="build-your-second-brain-that-works-" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">ASAP: BUILD YOUR SECOND FABLE BRAIN</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;">🧠<b> </b><a class="link" href="https://www.aifire.co/p/build-your-ultimate-second-brain-with-claude-fable-5?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>Build Your Ultimate Second Brain that Actually Works with Fable 5. Before It’s Too Late (Full Guide)</b></a></h3><p class="paragraph" style="text-align:left;"><span style="font-size:0.8rem;"><i>Every insight, every organized idea, and every automated task can be captured before access disappears. Turn its hidden potential into your ultimate AI assistant.</i></span></p><div class="image"><a class="image__link" href="https://www.aifire.co/p/build-your-ultimate-second-brain-with-claude-fable-5?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" rel="noopener" target="_blank"><img alt="build-your-ultimate-second-brain-that-actually-works-with-fable-5" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/96bd99ec-d526-41d3-bba4-e9c8ba93cea0/image.png?t=1783400093"/></a></div><p class="paragraph" style="text-align:left;">Fable 5 was restored globally on July 1. As of July 7, today, the free 50% weekly usage window will end (<b>in a few hours</b>) → That is where a Fable 5 second brain starts to matter.</p><p class="paragraph" style="text-align:left;">Don’t waste it on throwaway prompts when Fable 5 can build a second brain that keeps helping Claude Code later.</p><p class="paragraph" style="text-align:left;">Once usage credits kick in, you’ll regret using this window for quick answers instead of giving Claude Code a system for your files, prompts, routines, memory, and skills.</p><p class="paragraph" style="text-align:left;">→ In this guide, I’ll show you how to <a class="link" href="https://www.aifire.co/p/build-your-ultimate-second-brain-with-claude-fable-5?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>build one quickly</b></a><b> inside Claude Code</b>, starting with a clean structure, a simple <code>INDEX.md</code>, real retrieval tests, and a quick audit before you trust the system.</p><div class="button" style="text-align:center;"><a rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://www.aifire.co/p/build-your-ultimate-second-brain-with-claude-fable-5?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space"><span class="button__text" style=""> Full Build Order in Plain Terms </span></a></div></div><div class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">TODAY IN AI</span></h2></div><div id="todays-ai-highlights" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;"><b> AI HIGHLIGHTS</b></span></p><p class="paragraph" style="text-align:left;">😬 Fable’s subscription return depends on capacity, according to Anthropic’s Thariq Shihipar. But with usage credits starting TODAY, I gotta say &quot;<a class="link" href="https://x.com/trq212/status/2072814903170408784?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>use it ASAP</b></a>, guys&quot;!</p><p class="paragraph" style="text-align:left;">👉 Or <a class="link" href="https://x.com/PrajwalTomar_/status/2073768365873885396?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>use this prompt</b></a> to extract its best practices & working style into a reusable knowledge base, so cheaper models (Sonnet, Opus) can continue the workflow.</p><p class="paragraph" style="text-align:left;">⚡ GPT-Realtime-2.1 is <a class="link" href="https://developers.openai.com/api/docs/guides/realtime?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>now live</b></a> on OpenAI Playground & APIs. GPT-Realtime-2.1-mini also adds reasoning while keeping the same pricing as before. Where&#39;s Bidi? 😅</p><p class="paragraph" style="text-align:left;">🎙️ Apple is letting early testers customize Siri’s pace and expressivity in the latest iOS 27 beta 3. You&#39;ll hear this voice in Siri, Maps and Safari. The sliders <a class="link" href="https://techcrunch.com/2026/07/06/you-can-now-customize-siris-pace-and-expressivity-in-the-latest-ios-27-beta/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>look like this</b></a>.</p><p class="paragraph" style="text-align:left;">🎒 Lenovo unveiled a <a class="link" href="https://www.cnbctv18.com/technology/lenovo-launches-ai-student-phone-in-china-with-no-web-browsers-social-media-its-price-will-shock-you-19937392.htm?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>$44 AI Student Phone</b></a> built for kids. It has an AI homework button, strict classroom mode, and parental controls. Would you buy your kid this?</p><p class="paragraph" style="text-align:left;">🚨 Microsoft just cut nearly <a class="link" href="https://www.cnbc.com/2026/07/06/microsoft-cuts-2point1percent-of-employees-as-xbox-unit-plans-to-spin-studios.html?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>5,000 jobs</b></a>, including 1,600 at Xbox. They say AI didn’t replace people directly, but yeah… that line feels harder to believe every month.</p><p class="paragraph" style="text-align:left;">🏁 Tencent <a class="link" href="https://huggingface.co/tencent/Hy3?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>released Hy3</b></a>, a 295B-parameter open model with 21B active params. It beat GLM-5.1 in some frontend benchmarks. More players are definitely catching up.</p><p class="paragraph" style="text-align:left;"><b>💰 Big AI Acquisition: </b>Symbotic <a class="link" href="https://www.globenewswire.com/news-release/2026/07/02/3321112/0/en/symbotic-announces-acquisition-of-arms-innovations-advancing-a-new-era-of-warehouse-operations-optimization.html?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>acquired firm ARMS</b></a>, expanding from warehouse robots into AI operations software that coordinates workers, and real-time workflow fixes across complex warehouses.</p></div><div id="ai-tools" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">NEW EMPOWERED AI TOOLS</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><div class="image"><a class="image__link" href="https://fetra.ai/?utm_source=Newsletter&utm_medium=aifire&utm_campaign=vicky202606" rel="noopener" target="_blank"><img alt="" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/bc153693-ea44-4b18-95cd-5098e5753c97/fetra-ai-main.png?t=1782463069"/></a></div><ol start="1"><li><p class="paragraph" style="text-align:left;">🌟 <b><a class="link" href="https://fetra.ai/?utm_source=Newsletter&utm_medium=aifire&utm_campaign=vicky202606" target="_blank" rel="noopener noreferrer nofollow">Fetra AI</a></b> is your complete AI growth team, managing social posts, SEO blogs & marketing videos to drive traffic, generate leads, and grow business 24/7. Built for founders, creators, and small businesses. <b><a class="link" href="https://fetra.ai/?utm_source=Newsletter&utm_medium=aifire&utm_campaign=vicky202606" target="_blank" rel="noopener noreferrer nofollow">Try Now</a></b>.</p></li><li><p class="paragraph" style="text-align:left;">🔎 <a class="link" href="https://www.anysearch.com/home?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>AnySearch</b></a> powers AI agents with real-time, structured search, delivering filtered, deduplicated, and trusted data for reliable results.</p></li><li><p class="paragraph" style="text-align:left;">⌨️ <a class="link" href="https://www.typeahead.ai/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>Typeahead</b></a> is private AI autocomplete for every app on your Mac, with writing styles per app, smarter context that adapts to how you work.</p></li><li><p class="paragraph" style="text-align:left;">📡 <a class="link" href="https://octolens.com/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>Octolens</b></a> helps your AI agents track mentions across Reddit, Hacker News, podcasts, news, and more, all through one simple API.</p></li></ol></div><div id="ai-breakthrough" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">AI BREAKTHROUGH</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;"><b>🛡️ </b><a class="link" href="https://redditinc.com/news/how-were-keeping-reddit-real-and-safe-in-the-ai-era?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow"><b>Fighting Fire with Fire: Reddit is Using LLMs to Crush LLMs</b></a></h3><div class="image"><a class="image__link" href="https://redditinc.com/news/how-were-keeping-reddit-real-and-safe-in-the-ai-era?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" rel="noopener" target="_blank"><img alt="reddit-is-using-llms-to-crush-llms" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/746886a2-4dbf-4217-b00b-3c73cb6c285a/image.png?t=1783394803"/></a></div><p class="paragraph" style="text-align:left;">To fix a problem largely accelerated by AI, Reddit is officially turning to AI to clean it up. While social platforms have used automated spam filters for years, Reddit recently deployed customized AI tools to handle this modern wave of junk content.</p><ul><li><p class="paragraph" style="text-align:left;">The platform is currently blocking 23 million spam views and catching about 25,000 new spam posts and comments every single day.</p></li><li><p class="paragraph" style="text-align:left;">Reddit notes that these LLMs are specifically catching &quot;<i>highly subtle, coordinated patterns of fake behavior</i>&quot; and artificial hype that their older security systems were completely missing.</p></li><li><p class="paragraph" style="text-align:left;">From January to March, the company claims it successfully reduced overall user exposure to spam by 20% compared to the previous three months.</p></li></ul><p class="paragraph" style="text-align:left;">While YouTube, Meta, and Instagram are currently focusing on getting users to disclose AI-generated content, and TikTok is even testing toggles to let users control how much AI content they see, Reddit is directly deploying LLMs as a backend shield.</p><p class="paragraph" style="text-align:left;">However, platform experts continue to emphasize one critical reality check: to actually be effective, this kind of automated moderation still has to be paired with human oversight.</p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;"><b>We read your emails, comments, and poll replies daily</b></h2><p class="paragraph" style="text-align:left;">Hit reply and say Hello – we&#39;d love to hear from you!<br>Like what you&#39;re reading? Forward it to friends, and they can sign up <b><a class="link" href="https://www.aifire.co/subscribe?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=claude-s-hidden-j-space" target="_blank" rel="noopener noreferrer nofollow">here</a></b>.</p><p class="paragraph" style="text-align:left;">Cheers, <br>The AI Fire Team</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=3a1aee47-05e1-4019-a763-b633ac967e37&utm_medium=post_rss&utm_source=ai_fire">Powered by beehiiv</a></div></div>
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  <title>⚠️ Still Prompting? Everyone Else Is Building AI Agents.</title>
  <description>Learn AI agent fundamentals through real-world use cases with OpenClaw and Claude Cowork, and see how modern AI agents automate everyday workflows.</description>
      <enclosure url="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/12a54d59-d9e6-468d-9a39-b0c3b1db5ac9/TEMPLATE_THUMBNAILS__1_.png" length="1050441" type="image/png"/>
  <link>https://www.aifire.co/p/ai-agent-fundamentals-openclaw-claude-cowork-explained</link>
  <guid isPermaLink="true">https://www.aifire.co/p/ai-agent-fundamentals-openclaw-claude-cowork-explained</guid>
  <pubDate>Mon, 06 Jul 2026 17:00:00 +0000</pubDate>
  <atom:published>2026-07-06T17:00:00Z</atom:published>
    <dc:creator>Eric Le</dc:creator>
    <category><![CDATA[Ai Fire 101]]></category>
    <category><![CDATA[🔥 Ai Fire Academy]]></category>
    <category><![CDATA[Ai Automations]]></category>
  <content:encoded><![CDATA[
    <div class='beehiiv'><style>
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</style><div class='beehiiv__body'><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><b>T</b><b>L;DR BOX</b></p><p class="paragraph" style="text-align:left;">AI agents are useful when they can use tools, edit files, browse sources, and send results without constant prompting. <b>OpenClaw</b> fits scheduled cloud automation; <b>Claude Cowork</b> fits local research and document workflows.</p><p class="paragraph" style="text-align:left;">This article explains the agent stack: hosting, model, memory, channels, browsing, skills, and scheduling. The <b>OpenClaw</b> demo shows an RSS pipeline that filters AI updates and sends summaries to Telegram.</p><p class="paragraph" style="text-align:left;"><b>Claude Cowork</b> shows the file-work side of agents. It creates local documents, rebuilds them with new research, organizes the output, and continues editing the result inside Notion.</p><p class="paragraph" style="text-align:left;"><b>Key points</b></p><ul><li><p class="paragraph" style="text-align:left;"><b>Important fact</b>: An AI agent can be understood through 6 core parts: hosting, model and memory, channels, browsing, skills, and scheduling.</p></li><li><p class="paragraph" style="text-align:left;"><b>Common mistake</b>: Treating copy-paste chatbot work as real automation.</p></li><li><p class="paragraph" style="text-align:left;"><b>Practical takeaway</b>: Use cloud agents for recurring tasks and local agents for sensitive documents.</p></li></ul><figcaption class="blockquote__byline"></figcaption></blockquote></div><div id="introduction-the-broken-math-of-mod" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">Table of Contents</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#introduction-the-broken-math-of-mod" rel="noopener noreferrer nofollow">Introduction: The Broken Math of Modern Workflows</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#i-the-6-part-anatomy-of-an-ai-agent" rel="noopener noreferrer nofollow">I. The 6-Part Anatomy of an AI Agent</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ii-stepbystep-open-claw-setup-workf" rel="noopener noreferrer nofollow">II. Step-by-step OpenClaw Setup Workflow</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iii-stepbystep-claude-cowork-integr" rel="noopener noreferrer nofollow">III. Step-by-step Claude Cowork Integration Workflow</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iv-headto-head-system-comparison" rel="noopener noreferrer nofollow">IV. Head-to-Head System Comparison</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#v-common-security-and-system-mistak" rel="noopener noreferrer nofollow">V. Common Security and System Mistakes</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#conclusion" rel="noopener noreferrer nofollow">Conclusion</a></p></li></ul></li></ul></div><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"></p><p class="paragraph" style="text-align:left;"><span style="text-decoration:underline;"><i><b><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2966054?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">AI-generated Podcast: Spotify | </a></b></i></span><span style="text-decoration:underline;"><i><b><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2966054?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">Apple </a></b></i></span><span style="text-decoration:underline;"><i><b><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2966054?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">Podcasts</a></b></i></span><span style="text-decoration:underline;"><i><b>,</b></i></span><i><b> </b></i><span style="text-decoration:underline;"><a class="link" href="https://www.youtube.com/watch?v=PZufmuBW2Ko&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow"><i><b>YouTube</b></i></a></span><span style="text-decoration:underline;"><a class="link" href="https://www.youtube.com/watch?v=PZufmuBW2Ko&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow"><i><b>.</b></i></a></span></p><figcaption class="blockquote__byline"></figcaption></blockquote></div><h2 class="heading" style="text-align:left;" id="introduction"><b>Introduction: The Broken Math of Modern Workflows</b></h2><p class="paragraph" style="text-align:left;">Most business owners THINK they operate on the absolute cutting edge because they maintain three <a class="link" href="https://www.aifire.co/p/alibaba-qwen-completely-kills-your-paid-ai-subscriptions?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">premium AI subscriptions</a> pinned to their desktops. This is what’s happening right now that most people are still sleeping on.</p><p class="paragraph" style="text-align:left;">Let&#39;s audit a standard day-to-day routine: You write a text <a class="link" href="https://www.aifire.co/p/raycast-text-expander-guide-automate-ai-prompts-2026?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">prompt</a>, wait 10 seconds, copy the raw markdown text, manually generate a local computer directory, open an Excel or Word document, paste the text, scrub the broken layout formatting, and manually hit save. </p><p class="paragraph" style="text-align:left;">That is not scaling an enterprise. That is just active micro-management using an expensive, slightly faster typewriter. You haven&#39;t built a real operational asset; you have just hired a digital intern that you are required to babysit line by line, minute by minute.</p><p class="paragraph" style="text-align:left;">We have officially crossed the threshold into the 2026 operational paradigm <a class="link" href="https://www.aifire.co/p/ai-agent-autonomy-in-2026-claude-gemini-openclaw?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">shift</a>: The Era of Agentic AI.</p><p class="paragraph" style="text-align:left;">The primary bottleneck of standard AI models is that they are trapped inside a static web browser window. They lack system context, they lack local execution hands, and they cannot touch your infrastructure.</p><p class="paragraph" style="text-align:left;">An AI agent behaves entirely differently. It does not merely talk to you about a task; it coordinates multi-step business goals completely in the background while you focus on high-leverage strategic decisions. You stop writing prompts; you start assigning corporate roles.</p><iframe allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture" allowfullscreen="true" class="youtube_embed" frameborder="0" height="100%" src="https://youtube.com/embed/PqRZn_FB1-I" width="100%"></iframe><h2 class="heading" style="text-align:left;" id="i-the-6-part-anatomy-of-an-ai-agent"><b>I. The 6-Part Anatomy of an AI Agent</b></h2><p class="paragraph" style="text-align:left;">You need to understand how an agent functions before you deploy one. Every autonomous system relies on six specific components working in harmony to achievebig goals.</p><div class="image"><img alt="6-part-anatomy-of-an-ai-agent" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/0574fc74-de99-4a15-82f5-edea1035946b/Untitled-2026-07-03-0852.png?t=1783389445"/></div><ul><li><p class="paragraph" style="text-align:left;"><b>Hosting </b><b>Environment:</b> This is the place where your AI agent lives and runs. You can use your physical computer or deploy a cloud server like <a class="link" href="https://www.agent37.com/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">Agent37 </a>to keep the system active all day without draining your hardware battery.</p><p class="paragraph" style="text-align:left;"></p></li><li><p class="paragraph" style="text-align:left;"><b>Brain and Memory:</b> The AI model serves as the thinking brain. Long-term storage systems like vector databases save your documents so the AI agent remembers your instructions permanently.</p><p class="paragraph" style="text-align:left;"></p></li><li><p class="paragraph" style="text-align:left;"><b>Communication Channels:</b> This is how you send tasks and receive finished work. You link the AI agent directly to Telegram, <a class="link" href="https://slack.com/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">Slack</a>, or corporate email networks.</p><p class="paragraph" style="text-align:left;"></p></li><li><p class="paragraph" style="text-align:left;"><b>Web Browsing:</b> The agent uses headless automation tools like Playwright to look at website layouts, click buttons, and scrape charts exactly like a human operator.</p><p class="paragraph" style="text-align:left;"></p></li><li><p class="paragraph" style="text-align:left;"><b>Skills:</b> These are the tools that let the AI agent edit spreadsheets and write files. Connecting your agent to automation tools like <a class="link" href="https://n8n.io?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">n8n</a><a class="link" href="https://n8n.io?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow"> </a>allows it to control thousands of everyday apps without complex code.</p><p class="paragraph" style="text-align:left;"></p></li><li><p class="paragraph" style="text-align:left;"><b>Schedule:</b> A traditional chatbot stays dead until you type a text. An autonomous AI agent wakes itself up, monitors data streams, and completes tasks on a fixed timer.</p></li></ul><h2 class="heading" style="text-align:left;" id="ii-stepbystep-open-claw-setup-workf"><b>II. Step-by-step OpenClaw Setup Workflow</b></h2><p class="paragraph" style="text-align:left;"><a class="link" href="https://openclaw.ai/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">OpenClaw </a>is an open-source AI agent framework for building autonomous agents that use web scraping and mobile triggers to create continuous data pipelines.</p><p class="paragraph" style="text-align:left;">Nobody has sat down and explained this clearly, step by step, for people who are smart but not developers. So, for this demo, I will set up OpenClaw to gather information on technology and AI every six hours from major news sites - such as <a class="link" href="https://www.wired.com/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">Wired</a>, <a class="link" href="https://techcrunch.com/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">TechCrunch</a>, <a class="link" href="https://www.theverge.com/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">The Verge</a>, <a class="link" href="https://venturebeat.com/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">VentureBeat</a> and of course, <a class="link" href="https://www.aifire.co/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">AI Fire</a> - then send it directly to my personal <a class="link" href="https://web.telegram.org?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">Telegram</a>.</p><div class="image"><img alt="openclaw-workflow-demonstrate" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/ca595e7e-a180-4daf-acd3-22da699ab759/image.png?t=1783326071"/></div><h3 class="heading" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Step 1: </span>Prepare your cloud accounts and access keys</h3><p class="paragraph" style="text-align:left;">Open your <b><a class="link" href="https://openrouter.ai/workspaces/default/keys?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">OpenRouter </a></b>account and generate an API key (Save it).</p><div class="image"><img alt="creating-api-key-in-openrouter" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/66a2919a-f7b3-4cfe-8ae5-1ced1f640ed0/image.png?t=1783323566"/></div><p id="step-1-open-your-open-router-accoun" class="paragraph" style="text-align:left;">Create an <b><a class="link" href="https://www.agent37.com/dashboard?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">Agent37 </a></b>workspace.<b> </b>Open your Agent37 cloud dashboard, create a new workspace, and choose OpenClaw as your primary agent engine. This stage establishes the physical hosting environment and the model processing gateway for your automated digital employee.</p><div class="image"><img alt="creating-agent37" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/6e4d7d65-1703-48ef-ae10-03fc10e48ecd/image.png?t=1783323713"/></div><h3 class="heading" style="text-align:left;">Step 2: Set up terminal onboarding and configuration </h3><p class="paragraph" style="text-align:left;">Open the workspace terminal (on Agent37), type the onboarding command, press Enter, and select as shown in the image:</p><div class="image"><img alt="terminal-agent37" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/cdd56a0f-5669-4b8e-9585-aba9b2e76d54/image.png?t=1783324145"/></div><p class="paragraph" style="text-align:left;">Type openclaw onboard and press enter to start the configuration flow</p><div class="codeblock"><pre><code>openclaw onboard</code></pre></div><div class="image"><img alt="openclaw-settings" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/059eb484-5294-4ca0-924f-35a97c1f6e29/image.png?t=1783321299"/></div><p class="paragraph" style="text-align:left;">Choose <a class="link" href="https://openrouter.ai/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">OpenRouter </a>as your provider and paste your API key in Step 1.</p><div class="image"><img alt="pasting-api-key" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f0b912ff-7508-46e9-b70a-8757e6812075/image.png?t=1783321700"/></div><p class="paragraph" style="text-align:left;">Select Telegram as your communication channel. Open Telegram, message BotFather, and run the command to create a new application:</p><div class="codeblock"><pre><code>/newbot</code></pre></div><p class="paragraph" style="text-align:left;">Name your bot and copy the token string into the Agent37 terminal.</p><div class="image"><img alt="telegram-bot" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/760fc68d-710f-4963-b901-06633528baa4/image.png?t=1783322079"/></div><h3 class="heading" style="text-align:left;" id="step-2-set-up-terminal-onboarding-a">Step 3: OpenClaw demo: finding and summarizing information </h3><p class="paragraph" style="text-align:left;">Go back to Agent37’s interface, then click Open. Click connect to enter the main OpenClaw interface. Then activate the built-in RSS reader skill to grant your agent web crawling capabilities.</p><div class="codeblock"><pre><code>openclaw skill enable rss_reader</code></pre></div><div class="image"><img alt="enable-rss-reader" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/6c0b0702-32f3-46e3-a85e-5697d6d896e4/image.png?t=1783322756"/></div><p class="paragraph" style="text-align:left;">Input your preferred tech news feeds into the configuration layout and command the agent to build an automated curation pipeline.</p><div class="codeblock"><pre><code>Please create a file named &quot;rss_sources.txt&quot; in my workspace and write these exact practical RSS feeds inside it, one per line: 
https://techcrunch.com/feed/ 
https://www.theverge.com/rss/index.xml 
https://venturebeat.com/category/ai/feed/
https://www.wired.com/feed/rss
https://www.aifire.co/news
https://www.aifire.co/archive
</code></pre></div><p class="paragraph" style="text-align:left;">The agent executes a multi-step workflow. It browses the feeds, filters out information noise, and streams a clean, curated brief directly to your mobile Telegram channel</p><div class="image"><img alt="telegram-bot-2" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/085cbd7b-37b4-419d-8b34-0881490278c0/image.png?t=1783325060"/></div><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;">📌<b> SECRET for YOU</b>: </p><figcaption class="blockquote__byline"> You can even control OpenClaw and execute tasks entirely through your own Telegram bot, turning Telegram itself into a command interface for your AI agent!! </figcaption></blockquote></div><p class="paragraph" style="text-align:left;">Command the agent inside your chat app to run this on a fixed schedule. OpenClaw instantly generates a background cron job that executes the scraping sequence every six hours completely unprompted.</p><div class="codeblock"><pre><code>Perfect, the Telegram delivery works! Now, please register a permanent Cron Job in the system to run this exact workflow automatically every 6 hours.

On every run, it must:

1. Trigger the `rss_reader` skill to fetch updates from `rss_sources.txt`.

2. Filter and summarize the top 3 most important tech updates via OpenRouter (using your configured OpenRouter default model).

3. Automatically route and send the final summary to my verified Telegram session.</code></pre></div><p class="paragraph" style="text-align:left;">Then, in the Cron Jobs tab, you can see that OpenClaw is scheduled to send you a summary of the hottest AI and technology news from your four selected major news sites to your own Telegram bot for every six hours. Pretty great, right?</p><div class="image"><img alt="openclaw-interface" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/72a6a248-d63f-40dc-b92f-86cdd2c5ec77/image.png?t=1783325833"/></div><h2 class="heading" style="text-align:left;" id="iii-stepbystep-claude-cowork-integr"><b>III. Step-by-step Claude Cowork Integration Workflow</b></h2><p class="paragraph" style="text-align:left;">While OpenClaw offers unmatched flexibility for local AI agent workflows, <a class="link" href="https://claude.com/product/cowork?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">Claude Cowork</a> stands out by executing administrative tasks directly on your filesystem, eliminating the latency typically caused by network uploads. </p><div class="image"><img alt="claude-cowork-use-case" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b4bdc7e3-4e35-4772-8674-5884469a8c94/image.png?t=1783326343"/></div><h3 class="heading" style="text-align:left;">Step 1: Create Your Local Workspace</h3><p class="paragraph" style="text-align:left;">Create an empty directory on your desktop. Then open the Claude Cowork desktop tool and link it with your mobile authentication profile. Target your newly created folder. This action establishes a secure local sandbox where the agent operates without exposing the rest of your hard drive data.</p><div class="image"><img alt="creating-new-claude-cowork-project" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/846ddcb4-602f-4827-b78d-0708d6e8cfd7/image.png?t=1783326687"/></div><h3 class="heading" style="text-align:left;" id="step-1-isolate-your-local-directory">Step 2: Customize your own workflow with Claude Cowork</h3><p class="paragraph" style="text-align:left;">Yes, literally, you’ve completed 90% of the setup for Claude Cowork, so you can use it just as easily as Claude Chat.</p><p class="paragraph" style="text-align:left;">That pretty much wraps up the setup. From here on out, everything is very straightforward, especially for those who don&#39;t know how to code because you simply need to give Claude Cowork instructions, just like in a standard Claude chat. You can immediately instruct Claude Cowork to make adjustments and add content directly to your local folder.</p><h4 class="heading" style="text-align:left;">Use case 2.1: Automatically create and adjust files in a folder.</h4><p class="paragraph" style="text-align:left;">Now, you can order the system to act as your lead operations manager. Tell it to build launch email text assets and pricing spreadsheets directly inside that folder. </p><div class="codeblock"><pre><code>I connected you to an empty folder named [Your name]. I am launching a product called &quot;AI Toolkit&quot;.

Please create these folders and files inside it right now:
1. A folder named /Marketing with a file `ads.docx` (write 3 Facebook ad ideas inside).
2. A folder named /Emails with 3 files: `email1.txt`, `email2.txt`, `email3.txt` (write a 3-day email series inside).
3. A folder named /Finance with a file `prices.csv` (create a table with 3 pricing tiers: Basic $10, Pro $20, Enterprise $50).
4. A `README.md` file showing the folder structure.

Do not just talk, create the files directly on my computer now.
</code></pre></div><p class="paragraph" style="text-align:left;">Then, Claude finds sources online on its own, and then, all of a sudden, document files pop up out of nowhere in your previously empty folder. All these files contain information and strategies for launching your demo product, &quot;AI Toolkit.&quot;</p><div class="image"><img alt="claude-cowork-result" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/eedb6bb9-7fd5-4324-a2a5-9e5deb7914a6/image.png?t=1783327949"/></div><p class="paragraph" style="text-align:left;">This is one of the result files that Claude generated for me in the folder.</p><div class="image"><img alt="claude-cowork-result2" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b3cb1d21-17bf-4fd4-a74c-d3f95f39d8c9/image.png?t=1783328545"/></div><p class="paragraph" style="text-align:left;">You can change this context whenever your business goals shift. For example, command the agent to rewrite the folder into an Apple marketing knowledge base. Claude deletes the old files and populates the directory with fresh history sheets and strategy documents.</p><div class="codeblock"><pre><code>Convert all of these files into a comprehensive knowledge base about Apple and Apple&#39;s marketing campaigns. Analyze, rewrite, and reorganize the content so that it focuses entirely on Apple, including its brand strategy, advertising campaigns, product launches, and marketing history 

</code></pre></div><p class="paragraph" style="text-align:left;">All the files in that folder have completely turned into documents about Apple. <a class="link" href="https://app.notion.com/p/Result-3956b34dcff88025acb2c3b248a146cd?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">Here is the result</a></p><h4 class="heading" style="text-align:left;">Use case 2.2: Practical applications with Notion</h4><p class="paragraph" style="text-align:left;">Cowork isn&#39;t limited to just your local machine; it can also run on a wide range of different platforms. Here, we’ll try it out with <a class="link" href="https://notion.com?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">Notion.</a> </p><p class="paragraph" style="text-align:left;">To get started, I headed to the Cowork settings panel, navigated to <i>Customize → </i><a class="link" href="https://claude.com/connectors?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow"><i>Connectors</i></a>, located the Notion integration, and connected it to my personal Notion workspace. The setup process was straightforward and took only a few clicks.</p><div class="image"><img alt="connect-to-notion" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b21ec58d-4668-43f3-9289-6c0eec89e65d/image.png?t=1783329837"/></div><p class="paragraph" style="text-align:left;">After exporting everything in the previous use case to Notion, I asked Cowork to turn the collected information into a complete overview of Apple. While the initial draft was a good start, I felt it needed stronger visuals and more supporting details. I then asked Cowork to search the web for additional sources, images, and illustrations to create a more compelling final document with just a basic prompt.</p><div class="codeblock"><pre><code>In my Notion workspace, I have a folder called &quot;Apple Marketing — Knowledge Base&quot;. Can you turn it into a well-structured and visually appealing document? Please make it as comprehensive as possible by searching for relevant information, images, charts, and illustrations from the web to fully demonstrate and enrich the content.</code></pre></div><div class="image"><img alt="automatically-uploads-images-to notion" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/53c01ca6-968d-4ef1-aa97-a68578748690/image.png?t=1783330715"/></div><p class="paragraph" style="text-align:left;">And almost instantly, Claude Cowork started finding relevant images and visual references on its own, complete with descriptions, as you can see <a class="link" href="https://app.notion.com/p/Apple-Marketing-Knowledge-Base-38f6b34dcff8819eb3f6cf726deb4d2c?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">here</a>. In this example alone, it was able to read existing documents, search for and evaluate relevant information, and automatically revise the original file - all from a single, simple prompt. That&#39;s a pretty compelling demonstration of what an agentic workflow can actually do in practice.</p><h2 class="heading" style="text-align:left;" id="iv-headto-head-system-comparison"><b>IV. Head-to-Head System Comparison</b></h2><p class="paragraph" style="text-align:left;">After exploring these two use cases, it&#39;s clear that both AI agents are incredibly capable and practical. However, each agent comes with its own strengths, weaknesses, and unique characteristics, making them better suited for different types of workflows and users.</p><div style="padding:14px 15px 14px;"><table class="bh__table" width="100%" style="border-collapse:collapse;"><tr class="bh__table_row"><th class="bh__table_header" width="33%"><p class="paragraph" style="text-align:left;"><b>System Dimension</b></p></th><th class="bh__table_header" width="33%"><p class="paragraph" style="text-align:left;">Cloud Pipeline OpenClaw</p></th><th class="bh__table_header" width="33%"><p class="paragraph" style="text-align:left;">Desktop Assistant Claude Cowork</p></th></tr><tr class="bh__table_row"><th class="bh__table_header" width="33%"><p class="paragraph" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Interface Channel</span></p></th><td class="bh__table_cell" width="33%"><p class="paragraph" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Messaging tools like Telegram</span></p></td><td class="bh__table_cell" width="33%"><p class="paragraph" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Native desktop file workspace UI</span></p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="33%"><p class="paragraph" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Hosting Deployment</span></p></th><td class="bh__table_cell" width="33%"><p class="paragraph" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Cloud container or remote server</span></p></td><td class="bh__table_cell" width="33%"><p class="paragraph" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Local isolated hardware sandbox</span></p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="33%"><p class="paragraph" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Primary Strength</span></p></th><td class="bh__table_cell" width="33%"><p class="paragraph" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Constant background scraping loops</span></p></td><td class="bh__table_cell" width="33%"><p class="paragraph" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Native document generation logic</span></p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="33%"><p class="paragraph" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Primary Bottleneck</span></p></th><td class="bh__table_cell" width="33%"><p class="paragraph" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Limits complex document layout design</span></p></td><td class="bh__table_cell" width="33%"><p class="paragraph" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Execution stops if you close the client</span></p></td></tr><tr class="bh__table_row"><th class="bh__table_header" width="33%"><p class="paragraph" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Optimal Use Case</span></p></th><td class="bh__table_cell" width="33%"><p class="paragraph" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Continuous data collection alerts</span></p></td><td class="bh__table_cell" width="33%"><p class="paragraph" style="text-align:left;"><span style="font-family:&quot;Google Sans Text&quot;, sans-serif;">Private directory synthesis</span></p></td></tr></table></div><h2 class="heading" style="text-align:left;" id="v-common-security-and-system-mistak"><b>V. Common Security and System Mistakes</b></h2><p class="paragraph" style="text-align:left;">However, regardless of which AI agent you choose, there are a few common mistakes that beginners - and even experienced users - often overlook.</p><ol start="1"><li><p class="paragraph" style="text-align:left;"><b>Exposing your token keys:</b> Your Telegram bot token serves as the master key to your hosting container. If a viewer spots that text string in an unblurred video or screenshot, they will hijack your server link and run up thousands of dollars in model usage fees on your accounts.</p></li><li><p class="paragraph" style="text-align:left;"><b>Letting your hardware sleep:</b> Claude Cowork processes local directories on your computer hardware. If your operating system enters an automatic power-saving mode mid-run, the file write connection breaks instantly and your task fails. Change your desktop power settings to keep the drive active.</p></li><li><p class="paragraph" style="text-align:left;"><b>Chasing every new daily app tool:</b> Business owners waste significant time switching between random tool releases. Choose a stable core stack of two tools, master their operational boundaries, and stick to a clear skill progression roadmap.</p></li></ol><h2 class="heading" style="text-align:left;" id="conclusion"><b>Conclusion</b></h2><p class="paragraph" style="text-align:left;">After exploring the fundamentals of AI agents and testing tools like OpenClaw and Claude Cowork, it&#39;s clear that AI agents are much more than just advanced chatbots. They can plan, use tools, access external systems, and complete multi-step tasks with very little human input.</p><p class="paragraph" style="text-align:left;">At the same time, our examples show that every AI agent has its own strengths and limitations. OpenClaw and Claude Cowork are both incredibly capable, but they&#39;re designed for different types of workflows. As AI agents continue to evolve, the question won&#39;t simply be &quot;Which AI is best?&quot; but rather &quot;Which AI agent is best for the job?&quot;</p><p class="paragraph" style="text-align:left;">And if these early examples are any indication, we&#39;re still only at the beginning of the agentic era.</p><hr class="content_break"><p class="paragraph" style="text-align:left;"><i>If you want to go deeper into real AI workflows (not just tools), you can explore another course many readers start with: </i><a class="link" href="https://community.aifire.co/c/zerotoprofit?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow"><i>🔓 From Zero to Profit: Passive AI Money-Making Machine</i></a></p><p class="paragraph" style="text-align:left;"><i>This course focuses on turning simple AI workflows into real use cases you can apply immediately (automation, content systems, and small AI assets that can generate value over time).</i></p><p class="paragraph" style="text-align:left;"><i>Here are some of the most read lessons inside:</i></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="https://www.aifire.co/p/top-10-profitable-ai-powered-influencer-niches-for-2026?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">The 24/7 AI Influencer Revolution: Top 10 Niches To DOMINATE 2026</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="https://www.aifire.co/p/how-to-build-an-ai-influencer-step-by-step-guide-2026?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">&quot;Is She Real?&quot; NO. The 4-Step Formula To Build A Virtual Influencer</a> *</p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="https://www.aifire.co/p/ai-dropshipping-guide-2026-earn-passive-income-with-shopify?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=still-prompting-everyone-else-is-building-ai-agents" target="_blank" rel="noopener noreferrer nofollow">How I Built an AI Dropshipping Empire (And Now Make $1,000/Day)</a></p></li></ul><p class="paragraph" style="text-align:right;"><i>*indicates a premium content, if any</i></p></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=b47a9553-08c9-43db-bf56-5b611ea34303&utm_medium=post_rss&utm_source=ai_fire">Powered by beehiiv</a></div></div>
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  <title>🧠 Build Your Ultimate Second Brain that Actually Works with Fable 5. Before It’s Too Late (Full Guide)</title>
  <description>Every insight, every organized idea, and every automated task can be captured before access disappears. Turn its hidden potential into your ultimate AI assistant.</description>
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  <link>https://www.aifire.co/p/build-your-ultimate-second-brain-with-claude-fable-5</link>
  <guid isPermaLink="true">https://www.aifire.co/p/build-your-ultimate-second-brain-with-claude-fable-5</guid>
  <pubDate>Tue, 07 Jul 2026 04:55:22 +0000</pubDate>
  <atom:published>2026-07-07T04:55:22Z</atom:published>
    <dc:creator>Neil Phan</dc:creator>
    <category><![CDATA[Ai Tools]]></category>
    <category><![CDATA[🔥 Ai Fire Academy]]></category>
    <category><![CDATA[Ai Automations]]></category>
  <content:encoded><![CDATA[
    <div class='beehiiv'><style>
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</style><div class='beehiiv__body'><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><b>TL;DR</b></p><p class="paragraph" style="text-align:left;">A Fable 5 second brain helps Claude Code find the right context from your workspace faster. It works best in Claude Code because Claude needs access to real files, folders, routines, skills, and retrieval tests.</p><p class="paragraph" style="text-align:left;">The setup starts with 4 layers: apps, routines, memory, and skills. These layers help Claude understand your workspace as a working system, not a pile of random files.</p><p class="paragraph" style="text-align:left;">Start with a simple <code>INDEX.md</code>, then test it with real questions from your workflow. The goal is to see which file Claude picks, which section it reads, and where context is still missing.</p><p class="paragraph" style="text-align:left;"><b>Key points</b></p><ul><li><p class="paragraph" style="text-align:left;">Important fact: A retrieval test is useful, but it is not a formal benchmark.</p></li><li><p class="paragraph" style="text-align:left;">Common mistake: Building a large graph before retrieval works.</p></li><li><p class="paragraph" style="text-align:left;">Practical takeaway: Audit app access, routines, and retrieval quality before trusting the system.</p></li></ul><figcaption class="blockquote__byline"></figcaption></blockquote></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">Table of Contents</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#introduction" rel="noopener noreferrer nofollow">Introduction</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#i-4-layer-structure-apps-routines-m" rel="noopener noreferrer nofollow">I. 4-Layer Structure: Apps, Routines, Memory, Skil …</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#layer-1-apps" rel="noopener noreferrer nofollow">Layer 1: Apps</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#layer-2-routines" rel="noopener noreferrer nofollow">Layer 2: Routines</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#layer-3-memory" rel="noopener noreferrer nofollow">Layer 3: Memory</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#layer-4-skills" rel="noopener noreferrer nofollow">Layer 4: Skills</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ii-fable-5-second-brain-prompt-star" rel="noopener noreferrer nofollow">II. Fable 5 Second Brain Prompt (Start Here)</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iii-build-the-inde-xmd-dont-jump-to" rel="noopener noreferrer nofollow">III. Build the INDEX.md (Don&#39;t Jump to the Graph)</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iv-things-to-watch-out-for-dont-ski" rel="noopener noreferrer nofollow">IV. Things to Watch Out For (Don&#39;t Skip This)</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#conclusion" rel="noopener noreferrer nofollow">Conclusion</a></p></li></ul></div><h2 class="heading" style="text-align:left;" id="introduction"><b>Introduction</b></h2><p class="paragraph" style="text-align:left;">Fable 5 was restored globally on July 1. As of July 7, today, the free 50% weekly usage window will end (<b>in a few hours</b>), Fable 5 will require usage credits on Pro, Max, Team, and Enterprise plans.</p><p class="paragraph" style="text-align:left;">→ That is where a Fable 5 second brain starts to matter.</p><p class="paragraph" style="text-align:left;">Don’t waste it on throwaway prompts when Fable 5 can build a second brain that keeps helping Claude Code later.</p><p class="paragraph" style="text-align:left;">Once usage credits kick in, you’ll regret using this window for quick answers instead of giving Claude Code a system for your files, prompts, routines, memory, and skills.</p><p class="paragraph" style="text-align:left;">→ In this guide, I’ll show you how to <b>build one quickly inside Claude Code</b>, starting with a clean structure, a simple <code>INDEX.md</code>, real retrieval tests, and a quick audit before you trust the system. </p><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><span style="text-decoration:underline;"><i><b><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2966972?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=build-your-ultimate-second-brain-that-actually-works-with-fable-5-before-it-s-too-late-full-guide" target="_blank" rel="noopener noreferrer nofollow">AI-generated Podcast: Spotify | Apple Podcasts</a></b></i></span><span style="text-decoration:underline;"><i><b>,</b></i></span><i><b> </b></i><span style="text-decoration:underline;"><i><b><a class="link" href="https://www.youtube.com/watch?v=pU7AtzxkH5M&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=build-your-ultimate-second-brain-that-actually-works-with-fable-5-before-it-s-too-late-full-guide" target="_blank" rel="noopener noreferrer nofollow">YouTube</a></b></i></span><span style="text-decoration:underline;"><i><b>.</b></i></span></p><figcaption class="blockquote__byline"></figcaption></blockquote></div><h2 class="heading" style="text-align:left;" id="i-4-layer-structure-apps-routines-m"><b>I. 4-Layer Structure: Apps, Routines, Memory, Skills</b></h2><p class="paragraph" style="text-align:left;">So, the first thing to understand is that a second brain is actually 4 separate layers, each handling a different kind of information. Once you split things up this way, Claude has a much cleaner picture of your workspace.</p><div class="paywall"><hr class="paywall__break"/><div class="paywall__content"><h2 class="paywall__header"> You’ve reached the locked part! Subscribe to read the rest. </h2><p class="paywall__description"> Get access to this post and other subscriber-only content. </p><p class="paywall__links"><a class="paywall__upgrade_link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=build-your-ultimate-second-brain-that-actually-works-with-fable-5-before-it-s-too-late-full-guide">Upgrade</a> Translation missing: en.app.shared.conjuction.or <a class="paywall__login_link" href="https://www.aifire.co/login?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=build-your-ultimate-second-brain-that-actually-works-with-fable-5-before-it-s-too-late-full-guide">Sign In</a></p><div class="paywall__upsell"><div class="paywall__upsell_header"><h3> A subscription gets you </h3></div><ul class="paywall__upsell_features"><li class="paywall__upsell_feature"> Instant access to 700+ AI workflows ($5,800+ Value) </li><li class="paywall__upsell_feature"> Advanced AI tutorials: Master prompt engineering, RAG, model fine-tuning, Hugging Face, and open-source LLMs, etc ($2,997+ Value) </li><li class="paywall__upsell_feature"> Daily AI Tutorials: Unlock new AI tools, money-making strategies, and industry (ecommerce, marketing, coding, teaching, and more) transformations (with videos!) 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  <title>💰 4 Best &amp; Must-Try Use Cases to Use Claude Fable 5 NOW Before Free Window Closes!</title>
  <description>Fable 5 usage is limited, so small prompts waste value. Learn 4 better ways to clone tools, review Claude Code, debug code, and build software fast this week.</description>
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  <link>https://www.aifire.co/p/4-best-fable-5-use-cases-to-try-before-free-window-closes</link>
  <guid isPermaLink="true">https://www.aifire.co/p/4-best-fable-5-use-cases-to-try-before-free-window-closes</guid>
  <pubDate>Mon, 06 Jul 2026 09:28:30 +0000</pubDate>
  <atom:published>2026-07-06T09:28:30Z</atom:published>
    <dc:creator>Neil Phan</dc:creator>
    <category><![CDATA[Ai Tools]]></category>
    <category><![CDATA[🔥 Ai Fire Academy]]></category>
    <category><![CDATA[Ai Automations]]></category>
  <content:encoded><![CDATA[
    <div class='beehiiv'><style>
  .bh__table, .bh__table_header, .bh__table_cell { border: 1px solid #C0C0C0; }
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</style><div class='beehiiv__body'><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><b>TL;DR</b></p><p class="paragraph" style="text-align:left;">Fable 5 is best used for high-value work, not small prompts. You should prepare the context first, then let Fable 5 handle the heavy build, review, or debugging work.</p><p class="paragraph" style="text-align:left;">I’ll show you 4 practical ways to use Fable 5: clone software you already pay for, review Claude Code sessions, inspect a full codebase, and build large custom software from a clear PRD.</p><p class="paragraph" style="text-align:left;">The main workflow is simple. Use Opus 4.8 for research and planning when the task needs it. Then give Fable 5 a clear goal, real files, and enough context to work properly.</p><p class="paragraph" style="text-align:left;"><b>Key points</b></p><ul><li><p class="paragraph" style="text-align:left;">Important fact: Paid users can run Fable 5 up to 50% of their weekly usage limit through July 7.</p></li><li><p class="paragraph" style="text-align:left;">Common mistake: Don’t waste Fable 5 on vague prompts or early planning.</p></li><li><p class="paragraph" style="text-align:left;">Practical takeaway: Prepare the input first, then use Fable 5 for execution.</p></li></ul><figcaption class="blockquote__byline"></figcaption></blockquote></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">Table of Contents</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#introduction" rel="noopener noreferrer nofollow">Introduction</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#i-before-using-fable-5-you-must-be-" rel="noopener noreferrer nofollow">I. Before Using Fable 5: You Must Be Aware of This …</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ii-use-case-1-clone-software-you-al" rel="noopener noreferrer nofollow">II. Use Case 1: Clone Software You Already Pay For</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iii-use-case-2-review-your-own-clau" rel="noopener noreferrer nofollow">III. Use Case 2: Review Your Own Claude Code Sessi …</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-1-start-with-diagnosis-only" rel="noopener noreferrer nofollow">Step 1: Start with diagnosis only</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-2-sort-the-findings-into-actio" rel="noopener noreferrer nofollow">Step 2: Sort the findings into action groups</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iv-use-case-3-full-codebase-review-" rel="noopener noreferrer nofollow">IV. Use Case 3: Full Codebase Review and Bug Hunt</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#v-use-case-4-build-large-custom-sof" rel="noopener noreferrer nofollow">V. Use Case 4: Build Large Custom Software from a …</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#vi-workflow-pattern-all-4-use-cases" rel="noopener noreferrer nofollow">VI. Workflow Pattern All 4 Use Cases Repeat</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#conclusion" rel="noopener noreferrer nofollow">Conclusion</a></p></li></ul></div><h2 class="heading" style="text-align:left;" id="introduction">Introduction</h2><p class="paragraph" style="text-align:left;"><b>Fable 5 won&#39;t last long.</b></p><p class="paragraph" style="text-align:left;">If you&#39;re on a paid plan, you can only run <a class="link" href="https://www.aifire.co/p/fable-5-prompting-techniques-cost-10x-less-than-before?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=4-best-must-try-use-cases-to-use-claude-fable-5-now-before-free-window-closes" target="_blank" rel="noopener noreferrer nofollow">Fable 5</a> up to 50% of your weekly usage limit through July 7. After that date, it switches to usage credits, and each token costs a lot more.</p><blockquote align="center" class="twitter-tweet"><a href="https://twitter.com/claudeai/status/2072402639644766602?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=4-best-must-try-use-cases-to-use-claude-fable-5-now-before-free-window-closes"><p> Twitter tweet </p></a></blockquote><p class="paragraph" style="text-align:left;">That short window means you shouldn&#39;t waste it on small requests. So I&#39;ll show you <b>4 ways to use Fable 5 that are worth it today</b>, before that window closes.</p><p class="paragraph" style="text-align:left;">All 4 ways follow the same approach. You use <a class="link" href="https://www.aifire.co/p/claude-opus-4-8-crushed-opus-4-7-in-real-workflow-tests?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=4-best-must-try-use-cases-to-use-claude-fable-5-now-before-free-window-closes" target="_blank" rel="noopener noreferrer nofollow">Opus 4.8</a> to think and plan first, since it&#39;s cheaper and won&#39;t eat into your <a class="link" href="https://www.aifire.co/p/claude-fable-5-ai-model-anthropic-feared-to-release?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=4-best-must-try-use-cases-to-use-claude-fable-5-now-before-free-window-closes" target="_blank" rel="noopener noreferrer nofollow">Fable 5</a> usage. Once the plan is clear, you hand it to Fable 5 so it can build and finish the job.</p><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><span style="text-decoration:underline;"><i><b><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2965955?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=4-best-must-try-use-cases-to-use-claude-fable-5-now-before-free-window-closes" target="_blank" rel="noopener noreferrer nofollow">AI-generated Podcast: Spotify | Apple Podcasts</a></b></i></span><i><b>, </b></i><span style="text-decoration:underline;"><a class="link" href="https://www.youtube.com/watch?v=E8PlmO0uzKg&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=4-best-must-try-use-cases-to-use-claude-fable-5-now-before-free-window-closes" target="_blank" rel="noopener noreferrer nofollow"><i><b>YouTube</b></i></a></span><i><b>.</b></i></p><figcaption class="blockquote__byline"></figcaption></blockquote></div><h2 class="heading" style="text-align:left;" id="i-before-using-fable-5-you-must-be-"><b>I. Before Using Fable 5: You Must Be Aware of This Rule</b></h2><p class="paragraph" style="text-align:left;">Fable 5 draws down your weekly usage faster than Opus 4.8 does for equivalent work. So the 50% weekly cap isn&#39;t just a number, it runs out faster than you&#39;d expect if you&#39;re throwing everything at Fable 5.</p><p class="paragraph" style="text-align:left;">The fix is simple, and it runs through every use case in this guide:</p><div class="image"><img alt="before-you-use-fable-5-the-main-workflow-rule" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/447c9015-70a6-4a83-bcfd-31e5b90c07c7/image.png?t=1783263694"/></div><p class="paragraph" style="text-align:left;"><b>Don&#39;t let Fable 5 handle your early planning.</b> A lighter model like Opus 4.8 already does that job well and won&#39;t eat into your Fable 5 allowance.</p><p class="paragraph" style="text-align:left;">The loop looks like this:</p><ol start="1"><li><p class="paragraph" style="text-align:left;">Use Opus 4.8 to dig into the problem and shape your approach</p></li><li><p class="paragraph" style="text-align:left;">Once the plan is clear and the context is ready → hand it to Fable 5</p></li><li><p class="paragraph" style="text-align:left;">Fable 5 does the heavy build, review, or debugging</p></li></ol><p class="paragraph" style="text-align:left;">That&#39;s it. This pattern repeats through every use case below. Let the cheaper model do the thinking. Save Fable 5 for the actual execution.</p><h2 class="heading" style="text-align:left;" id="ii-use-case-1-clone-software-you-al"><b>II. Use Case 1: Clone Software You Already Pay For</b></h2><p class="paragraph" style="text-align:left;">This one is exactly what it sounds like. You pick a tool you already pay for every month, and Fable 5 builds you a version that runs locally, stays more private, and fits your workflow the way you actually work.</p><div class="paywall"><hr class="paywall__break"/><div class="paywall__content"><h2 class="paywall__header"> You’ve reached the locked part! Subscribe to read the rest. </h2><p class="paywall__description"> Get access to this post and other subscriber-only content. </p><p class="paywall__links"><a class="paywall__upgrade_link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=4-best-must-try-use-cases-to-use-claude-fable-5-now-before-free-window-closes">Upgrade</a> Translation missing: en.app.shared.conjuction.or <a class="paywall__login_link" href="https://www.aifire.co/login?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=4-best-must-try-use-cases-to-use-claude-fable-5-now-before-free-window-closes">Sign In</a></p><div class="paywall__upsell"><div class="paywall__upsell_header"><h3> A subscription gets you </h3></div><ul class="paywall__upsell_features"><li class="paywall__upsell_feature"> Instant access to 700+ AI workflows ($5,800+ Value) </li><li class="paywall__upsell_feature"> Advanced AI tutorials: Master prompt engineering, RAG, model fine-tuning, Hugging Face, and open-source LLMs, etc ($2,997+ Value) </li><li class="paywall__upsell_feature"> Daily AI Tutorials: Unlock new AI tools, money-making strategies, and industry (ecommerce, marketing, coding, teaching, and more) transformations (with videos!) 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</item>

      <item>
  <title>⚠️ Meta’s Dark AI Safety Test Scandal</title>
  <description>BONUS: leaked trick to trick Fable 5!!</description>
      <enclosure url="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/11c24eae-79b5-497d-862f-8fc6b04d7873/meta-secret-ai-teen-test-sparks-huge-safety-backlash.png" length="2541274" type="image/png"/>
  <link>https://www.aifire.co/p/meta-secret-ai-teen-test-sparks-huge-safety-backlash</link>
  <guid isPermaLink="true">https://www.aifire.co/p/meta-secret-ai-teen-test-sparks-huge-safety-backlash</guid>
  <pubDate>Sun, 05 Jul 2026 17:00:00 +0000</pubDate>
  <atom:published>2026-07-05T17:00:00Z</atom:published>
    <dc:creator>Wendy</dc:creator>
  <content:encoded><![CDATA[
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:center;"><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/welcome-checklist/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow">Free AFIRE Guide</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow">AI Academy</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.passionfroot.me/aifire?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow">Advertise</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/ai-masteryaz-course/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow">AI Mastery A-Z</a></b></span></p><div class="image"><a class="image__link" href="https://www.aifire.co/p/ai-fire-spark-intro-offer-2026-performance-kickoff?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" rel="noopener" target="_blank"><img alt="ai-fire-banner" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b9b000b0-56b8-40d7-a401-5954ca679e64/image.png?t=1772091328"/></a></div><p class="paragraph" style="text-align:left;"><b>Plus: </b><a class="link" href="https://www.aifire.co/p/fable-5-prompting-techniques-cost-10x-less-than-before?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>The Exact Fable 5 Prompting Techniques Used by Anthropic. Copy It in Minutes</b></a></p><p class="paragraph" style="text-align:left;">Meta reportedly ran a secret “Cannes” project where contractors posed as teens to stress-test rival AI models with disturbing prompts. ChatGPT, Gemini were targeted.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2965678?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>AI-generated Podcast: Spotify | Apple Podcasts</b></a><b>, </b><a class="link" href="https://www.youtube.com/watch?v=DsYGMzQS_rk&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>YouTube</b></a></p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">What&#39;s on FIRE 🔥</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#metas-secretly-posing-as-teens" rel="noopener noreferrer nofollow">🚨 Meta’s Secretly Posing as Teens</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-sources-from-ai-fire" rel="noopener noreferrer nofollow">📚 AI Sources From AI Fire</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#fable-5-prompting-techniques-used-b" rel="noopener noreferrer nofollow">🏆 Fable 5 Prompting Techniques Used by Anthropic</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#todays-ai-highlights" rel="noopener noreferrer nofollow">⭐ Today&#39;s AI Highlights</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-tools" rel="noopener noreferrer nofollow">🏅 AI Tools</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-breakthrough" rel="noopener noreferrer nofollow">📊 AI Breakthrough</a></p></li></ul></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>IN PARTNERSHIP WITH </b><span style="background-color:#ff914d;"><b>ELEVENLABS</b></span></h4><h3 class="heading" style="text-align:left;" id="the-best-voice-models-now-across-al">The best voice models, now across all channels</h3><div class="image"><a class="image__link" href="https://elevenlabs.io/agents?utm_source=beehiiv&utm_medium=newsletter&utm_campaign=sponsorship_beehiiv_ad_network&utm_content={{publication_alphanumeric_id}}&_bhiiv=opp_e34f5120-482a-474f-89c7-03c737c32a94_98d4ca69&bhcl_id=c442a208-cf2a-4786-9cc1-67a386d71a74_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/f0aed1e2-b158-43e6-9a11-9f3fb40c1c05/B-voice-stack-quality.png?t=1782308349"/></a></div><p class="paragraph" style="text-align:left;">Most CX platforms do not own the voice. They orchestrate a workflow, then call a third party for speech and transcription. Every hop adds latency, cost, and another vendor to manage.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://elevenlabs.io/agents?utm_source=beehiiv&utm_medium=newsletter&utm_campaign=sponsorship_beehiiv_ad_network&utm_content={{publication_alphanumeric_id}}&_bhiiv=opp_e34f5120-482a-474f-89c7-03c737c32a94_98d4ca69&bhcl_id=c442a208-cf2a-4786-9cc1-67a386d71a74_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">ElevenAgents</a> is the opposite. They make the voice models the market builds on, and ElevenAgents puts full orchestration on top. Voice, transcription, text-based chat, and reasoning run in one vertically integrated pipeline, so responses come back in &lt;400 milliseconds and sound human, not synthetic.</p><p class="paragraph" style="text-align:left;">Plus, you keep full control. Plug in any LLM, integrate tools, webhooks, and MCP servers, and ground responses in your knowledge base. Get an agent live in minutes, then A/B test with Experiments, enforce Guardrails, and version every change.</p><p class="paragraph" style="text-align:left;">The payoff: more human conversations, lower latency, and far less time stitching infrastructure together. You build on the models you already trust. Pricing is transparent and flat at $0.08 per minute.</p><p class="paragraph" style="text-align:left;"><i><a class="link" href="https://elevenlabs.io/agents?utm_source=beehiiv&utm_medium=newsletter&utm_campaign=sponsorship_beehiiv_ad_network&utm_content={{publication_alphanumeric_id}}&_bhiiv=opp_e34f5120-482a-474f-89c7-03c737c32a94_98d4ca69&bhcl_id=c442a208-cf2a-4786-9cc1-67a386d71a74_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Start building free</a></i></p></div><div id="metas-secretly-posing-as-teens" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;">AI INSIGHTS</span></p><h2 class="heading" style="text-align:left;">🚨<b> </b><a class="link" href="https://futurism.com/artificial-intelligence/meta-contractors-competitor-ai-with-disturbing-content?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>Meta’s Secretly Posing as Teens to Break Competitor Guardrails</b></a></h2><div class="image"><a class="image__link" href="https://futurism.com/artificial-intelligence/meta-contractors-competitor-ai-with-disturbing-content?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" rel="noopener" target="_blank"><img alt="metas-secretly-posing-as-teens" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/29a0e2a2-099c-4b8b-9d1c-d8af8bf4e268/image.png?t=1783308071"/></a></div><p class="paragraph" style="text-align:left;">According to recent reports, Meta orchestrated a massive, covert operation where paid contractors posed as teenagers to bombard competitor AI models with highly disturbing prompts:</p><ul><li><p class="paragraph" style="text-align:left;">Run by contractor Covalen, the operation used throwaway under-18 accounts to secretly test the safety guardrails of ChatGPT, Gemini,...</p></li><li><p class="paragraph" style="text-align:left;">Across tens of thousands of queries, contractors were instructed to push the models on severe topics like self-harm, eating disorders, illegal substances, and violence.</p></li><li><p class="paragraph" style="text-align:left;">Contractors reportedly felt &quot;gobsmacked&quot; and deeply unsettled by the text they were forced to generate, mirroring past controversies regarding the psychological toll on Meta&#39;s human content moderators.</p></li></ul><p class="paragraph" style="text-align:left;">Meta has defended the project, stating that safety benchmarking is an &quot;industry-standard practice&quot; designed to gather critical datasets for compliance.</p><p class="paragraph" style="text-align:left;">However, it’s drawing heavy pushback from AI ethics experts. Because Meta kept the massive operation hidden from its competitors and hasn&#39;t shared its safety findings with the public, critics argue this falls into a &quot;governance gray zone.&quot;</p><p class="paragraph" style="text-align:left;">As companies race to build better guardrails, the line between necessary red-teaming and anticompetitive behavior is becoming increasingly blurred.</p><div class="button" style="text-align:center;"><a target="_blank" rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://futurism.com/artificial-intelligence/meta-contractors-competitor-ai-with-disturbing-content?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal"><span class="button__text" style=""> Read more </span></a></div></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>PRESENTED BY </b><span style="background-color:#ff914d;"><b>VIKTOR</b></span></h4><h3 class="heading" style="text-align:left;" id="your-whole-marketing-stack-answerin">Your whole marketing stack, answering in one Slack thread.</h3><div class="image"><a class="image__link" href="https://ref.viktor.com/vik-bh-marketing-secondary2?utm_term={{publication_alphanumeric_id}}&_bhiiv=opp_97c302a5-ff5b-4fd4-b9c6-fdd4336feb18_8abadef8&bhcl_id=b75be055-1fcf-4837-af96-7fd37461ee88_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/5bd6d0a3-185c-46c1-9299-5ddf8006f643/viktor_06_hero_stack_4k.png?t=1782922437"/></a></div><p class="paragraph" style="text-align:left;">Meta in one tab, TikTok in another, Klaviyo and GA4 in two more. <a class="link" href="https://ref.viktor.com/vik-bh-marketing-secondary2?utm_term={{publication_alphanumeric_id}}&_bhiiv=opp_97c302a5-ff5b-4fd4-b9c6-fdd4336feb18_8abadef8&bhcl_id=b75be055-1fcf-4837-af96-7fd37461ee88_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Viktor</a> is an AI employee that pulls all of them into a single Slack thread. Ask for blended CAC, yesterday&#39;s flow revenue, or the campaign to cut, and get one answer instead of four logins.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://ref.viktor.com/vik-bh-marketing-secondary2?utm_term={{publication_alphanumeric_id}}&_bhiiv=opp_97c302a5-ff5b-4fd4-b9c6-fdd4336feb18_8abadef8&bhcl_id=b75be055-1fcf-4837-af96-7fd37461ee88_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Get Started for Free</a></p></div><div id="ai-sources-from-ai-fire" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">AI SOURCES FROM AI FIRE</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><b>1. For Free Claude Users: </b><a class="link" href="https://www.aifire.co/p/fable-5-is-dead-but-its-working-style-is-recoverable?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>Copy Claude Fable 5’s Working Style into Any AI Model: Step-by-Step Guide</b></a>.<b> </b>Extract its decision-making, pacing, and tool use from your session logs and apply them to any model.</p><p class="paragraph" style="text-align:left;"><b>2.</b> <a class="link" href="https://www.aifire.co/p/create-consistent-ai-video-films-with-fable-5-google-flow?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>Create Long Consistent AI Videos in Minutes: Step-by-Step with Fable 5 + Google Flow</b></a>. Using Fable 5 with Google Flow, you’ll go from idea to finished film, with cinematic results and no wasted time, and wthout losing character consistency.</p><p class="paragraph" style="text-align:left;"><b>3. </b><a class="link" href="https://www.aifire.co/p/master-ai-for-beginners-in-2026-framework-actually-works?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>How I’d Do to Master AI From Zero in 2026 in Only 4 Steps. Skip ALL the Useless AI Stuff</b></a>. Learn how to pick one tool, give it the right context, and build a system that gets smarter the more you use it each day.</p></div><div id="fable-5-prompting-techniques-used-b" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">FABLE 5 PROMPTING PLAYBOOK</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;"><b>🏆 </b><a class="link" href="https://www.aifire.co/p/fable-5-prompting-techniques-cost-10x-less-than-before?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>The Exact Fable 5 Prompting Techniques Used by Anthropic. Copy It in Minutes</b></a></h3><div class="image"><a class="image__link" href="https://www.aifire.co/p/fable-5-prompting-techniques-cost-10x-less-than-before?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" rel="noopener" target="_blank"><img alt="fable-5-prompting-techniques-cost-10x-less-than-before" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b55b2b29-0fd7-44ba-b700-7e18e5e3a4d8/image.png?t=1783322842"/></a></div><p class="paragraph" style="text-align:left;"><b>Quick context:</b> Fable 5 just came back online after being pulled for nearly 3 weeks. So if you&#39;re jumping on it right now while the usage limits are generous, I get it. </p><p class="paragraph" style="text-align:left;">But <b>Fable 5 is expensive</b>, and <b>bad prompts waste money sooo fast at this price.</b></p><p class="paragraph" style="text-align:left;">You&#39;re probably pulling half of what Fable 5 can really do. I always figured the engineers who built Fable 5 had some private playbook the rest of us never get to see.</p><p class="paragraph" style="text-align:left;">So I went digging into how they actually prompt it. Most of what I found, <a class="link" href="https://www.aifire.co/p/fable-5-prompting-techniques-cost-10x-less-than-before?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>6 rules</b></a>, you can copy into your next chat today.</p><div class="button" style="text-align:center;"><a rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://www.aifire.co/p/fable-5-prompting-techniques-cost-10x-less-than-before?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal"><span class="button__text" style=""> Final Fable 5 Prompting Playbook </span></a></div></div><div class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">TODAY IN AI</span></h2></div><div id="todays-ai-highlights" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;"><b> AI HIGHLIGHTS</b></span></p><p class="paragraph" style="text-align:left;">🔎 End every AI session with <a class="link" href="https://www.reddit.com/r/ClaudeAI/comments/1ulti1r/i_end_every_ai_session_with_two_questions/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>these 2 questions</b></a>. A Claude thread recommends 2 audit questions to catch weak assumptions, hidden risks, and incomplete framing.</p><p class="paragraph" style="text-align:left;">💡 Devs found a cheaper way to feed Fable 5 large context: showing it pictures of text to pay fewer tokens, and let vision read it back. This hack is wild. <a class="link" href="https://github.com/teamchong/pxpipe?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>Here&#39;s the skill</b></a>.</p><p class="paragraph" style="text-align:left;">🐱 LongCat-2.0 is now fully open-source under the MIT license. Meituan’s 1.6T MoE model works with Claude Code, OpenClaw, Hermes Agent. Open testing <a class="link" href="https://x.com/Meituan_LongCat/status/2073768940078317713?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>starts now</b></a>.</p><p class="paragraph" style="text-align:left;">📸 Meta is rolling out <a class="link" href="https://www.meta.com/help/ai-glasses/1809764829519902/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>Dynamic Photo</b></a> for Meta Glasses to more users. It captures additional frames around a photo, so you can pick the best shot after the moment.</p><p class="paragraph" style="text-align:left;">🎓 Traditional school still works for many kids, but high-earner families are betting on <a class="link" href="https://www.wsj.com/us-news/education/alternative-education-wealthy-families-ai-cd7922b3?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>something different</b></a>: AI, business, public speaking, and life skills before high school.</p><p class="paragraph" style="text-align:left;">🧵 Amazon is <a class="link" href="https://techcrunch.com/2026/07/05/amazon-will-stop-accepting-new-customers-for-mechanical-turk/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>closing</b></a> Mechanical Turk (tiny human tasks behind “automation”) to new customers on July 30, 2026. Existing users stay, but no new features are coming.</p><p class="paragraph" style="text-align:left;">🛡️ Cognizant and OpenAI just launched a <a class="link" href="https://news.cognizant.com/2026-07-02-Cognizant-and-OpenAI-bring-frontier-AI-cyber-defense-from-vulnerability-discovery-to-validated-fixes?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>GPT-5.5 cyber-defense service</b></a> to help validate the fixes. It aims to speed up remediation and strengthen cyber resilience.</p><p class="paragraph" style="text-align:left;"><b>💰 Big AI Paydays: </b>Samsung’s AI boom sparked a <a class="link" href="https://archive.is/rrcyP?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>$26B bonus deal</b></a> for chip workers, with some staff promised around $400K. But the victory quickly split employees, as non-chip teams got far smaller payouts.</p></div><div id="ai-tools" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">NEW EMPOWERED AI TOOLS</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><div class="image"><a class="image__link" href="https://www.vpdae.com/redirect/aebdllvnnr6vckehvgvu0652i92?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" rel="noopener" target="_blank"><img alt="" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b089cb43-df4a-4944-9426-25683b28cf83/image.png?t=1783044838"/></a></div><ol start="1"><li><p class="paragraph" style="text-align:left;">📈 <b><a class="link" href="https://www.vpdae.com/redirect/aebdllvnnr6vckehvgvu0652i92?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow">Agorapulse’s free playbook</a></b> breaks down the 5 AI content mistakes that kill social strategies, and gives you the tools to fix them before your next post goes live. <b><a class="link" href="https://www.vpdae.com/redirect/aebdllvnnr6vckehvgvu0652i92?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow">Get the playbook</a></b>.</p></li><li><p class="paragraph" style="text-align:left;">💼 <a class="link" href="https://www.workbuddy.ai/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>WorkBuddy</b></a> is an AI agent built for everyday office work. Make a request. Guide your AI expert team. Get sharpened, ready-to-use results.</p></li><li><p class="paragraph" style="text-align:left;">📚 <a class="link" href="https://docsalot.dev/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>DocsAlot</b></a> turns scattered help center articles, knowledge base, and developer docs into one source of truth for humans and AI agents.</p></li><li><p class="paragraph" style="text-align:left;">🧪 <a class="link" href="https://www.trycase.dev/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>TryCase</b></a> gives AI coding agents disposable environments to run apps, test changes, and return verified code instead of testing manually.</p></li></ol><div class="custom_html"><img src="https://www.vpdae.com/open/00826832.gif?opens=1" width="1" height="1"></div></div><div id="ai-breakthrough" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">AI BREAKTHROUGH</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;"><b>⚡ </b><a class="link" href="https://huggingface.co/nvidia/Nemotron-Labs-TwoTower-30B-A3B-Base-BF16?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow"><b>NVIDIA&#39;s Nemotron is Generating Text 2.4x Faster Without Retraining</b></a></h3><div class="image"><a class="image__link" href="https://huggingface.co/nvidia/Nemotron-Labs-TwoTower-30B-A3B-Base-BF16?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" rel="noopener" target="_blank"><img alt="nvidias-nemotron-is-generating-text-2-4x-faster-without-retraining" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/4e981c26-ad5c-4aff-afa1-f36c4cc34ae6/image.png?t=1783305065"/></a></div><p class="paragraph" style="text-align:left;">NVIDIA has introduced a new approach with the Nemotron-Labs-TwoTower, which uses a parallel block-based generation method to speed up the process while maintaining baseline quality.</p><ul><li><p class="paragraph" style="text-align:left;"><b>Speed:</b> Achieves 2.42x faster generation compared to the original model</p></li><li><p class="paragraph" style="text-align:left;"><b>Quality:</b> Retains 98.7% of the original model&#39;s accuracy across benchmarks</p></li><li><p class="paragraph" style="text-align:left;"><b>Hardware:</b> Requires 2x 80GB H100 or A100 GPUs (approx. 59GB per GPU)</p></li></ul><p class="paragraph" style="text-align:left;">This method splits an existing 30B parameter model into 2 separate &quot;towers”, like this:</p><ol start="1"><li><p class="paragraph" style="text-align:left;"><b>Context Tower:</b> This frozen tower reads the prompt and holds the conversation history. It provides the necessary context for the generation</p></li><li><p class="paragraph" style="text-align:left;"><b>Masked Tower:</b> This tower handles the heavy lifting. Instead of asking &quot;What is the next token?&quot;, it asks &quot;Can I fill these 16 missing token slots at once?&quot;</p></li></ol><p class="paragraph" style="text-align:left;">If the tower has low confidence in a guess, that slot stays masked; if confidence is high, the token is locked. The model refines these guesses until it&#39;s confident enough.</p><p class="paragraph" style="text-align:left;">While it requires significant hardware overhead, the ability to reuse a pretrained backbone makes it a viable option for high-volume inference, long-form content generation, and AI agents where latency is the primary constraint.</p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;"><b>We read your emails, comments, and poll replies daily</b></h2><p class="paragraph" style="text-align:left;">Hit reply and say Hello – we&#39;d love to hear from you!<br>Like what you&#39;re reading? Forward it to friends, and they can sign up <b><a class="link" href="https://www.aifire.co/subscribe?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=meta-s-dark-ai-safety-test-scandal" target="_blank" rel="noopener noreferrer nofollow">here</a></b>.</p><p class="paragraph" style="text-align:left;">Cheers, <br>The AI Fire Team</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=c7b06ffe-00f2-4c80-b93e-629cae96af12&utm_medium=post_rss&utm_source=ai_fire">Powered by beehiiv</a></div></div>
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  <title>🎬 Create Long Consistent AI Videos in Minutes: Step-by-Step with Fable 5 + Google Flow</title>
  <description>Using Fable 5 with Google Flow, you’ll go from idea to finished film in minutes, with cinematic results and no wasted time, and wthout losing character consistency.</description>
      <enclosure url="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/dd41602c-58a1-4a79-8de7-171aec7ffddd/ai-video-creation-claude-fable-5-google-flow-connect.png" length="2668644" type="image/png"/>
  <link>https://www.aifire.co/p/create-consistent-ai-video-films-with-fable-5-google-flow</link>
  <guid isPermaLink="true">https://www.aifire.co/p/create-consistent-ai-video-films-with-fable-5-google-flow</guid>
  <pubDate>Mon, 06 Jul 2026 07:54:06 +0000</pubDate>
  <atom:published>2026-07-06T07:54:06Z</atom:published>
    <dc:creator>Neil Phan</dc:creator>
    <category><![CDATA[Ai Tools]]></category>
    <category><![CDATA[🔥 Ai Fire Academy]]></category>
    <category><![CDATA[Ai Automations]]></category>
  <content:encoded><![CDATA[
    <div class='beehiiv'><style>
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</style><div class='beehiiv__body'><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><b>TL;DR</b></p><p class="paragraph" style="text-align:left;">Long AI video creation comes down to one repeatable loop. You write the prompt in Claude Fable 5, generate in Google Flow, and extend by confirming the last frame before adding new action.</p><p class="paragraph" style="text-align:left;">This guide walks through building a character sheet, generating a first clip, and extending it step by step. </p><p class="paragraph" style="text-align:left;">It covers the exact prompt pattern that keeps a character&#39;s face and outfit consistent across clips. It also covers how to fix broken continuity when a scene loses context.</p><p class="paragraph" style="text-align:left;"><b>Key points</b></p><ul><li><p class="paragraph" style="text-align:left;">Gemini Omni Flash generates roughly 10-second clips per segment.</p></li><li><p class="paragraph" style="text-align:left;">The most common mistake: skipping the confirmation step and jumping straight into new action.</p></li><li><p class="paragraph" style="text-align:left;">Attach the same character reference images on every extend, even after several clips.</p></li></ul><figcaption class="blockquote__byline"></figcaption></blockquote></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">Table of Contents</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#introduction" rel="noopener noreferrer nofollow">Introduction</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#why-fable-5-google-flow" rel="noopener noreferrer nofollow">Why Fable 5 + Google Flow?</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#part-1-build-the-character-sheet-fi" rel="noopener noreferrer nofollow">Part 1: Build the Character Sheet First</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-1-write-the-character-sheet-pr" rel="noopener noreferrer nofollow">Step 1: Write the Character Sheet Prompt in Fable …</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-2-generate-the-character-sheet" rel="noopener noreferrer nofollow">Step 2: Generate the Character Sheet in Flow</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-3-write-the-first-frame-prompt" rel="noopener noreferrer nofollow">Step 3: Write the First Frame Prompt in Fable 5</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-4-generate-the-first-frame-in-" rel="noopener noreferrer nofollow">Step 4: Generate the First Frame in Flow</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#part-2-generate-the-first-clip" rel="noopener noreferrer nofollow">Part 2: Generate the First Clip</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-5-build-reference-images-for-a" rel="noopener noreferrer nofollow">Step 5: Build Reference Images for Any Additional …</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-6-write-the-first-clip-prompt-" rel="noopener noreferrer nofollow">Step 6: Write the First Clip Prompt in Fable 5</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-7-generate-the-video-in-flow" rel="noopener noreferrer nofollow">Step 7: Generate the Video in Flow</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#part-3-the-extension-method" rel="noopener noreferrer nofollow">Part 3: The Extension Method</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-8-write-the-extend-prompt-in-f" rel="noopener noreferrer nofollow">Step 8: Write the Extend Prompt in Fable 5</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-9-extend-in-flow" rel="noopener noreferrer nofollow">Step 9: Extend in Flow</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#note-reusable-prompt-pattern" rel="noopener noreferrer nofollow">Note: Reusable Prompt Pattern</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#part-4-editing-and-repeating-the-lo" rel="noopener noreferrer nofollow">Part 4: Editing and Repeating the Loop</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-10-join-the-clips" rel="noopener noreferrer nofollow">Step 10: Join the Clips</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-11-repeat-the-extend-loop" rel="noopener noreferrer nofollow">Step 11: Repeat the Extend Loop</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-12-add-new-elements-to-the-sce" rel="noopener noreferrer nofollow">Step 12: Add New Elements to the Scene</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#the-full-ai-video-creation-loop-in-" rel="noopener noreferrer nofollow">The Full AI Video Creation Loop, In One Place</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#conclusion" rel="noopener noreferrer nofollow">Conclusion</a></p></li></ul></div><h2 class="heading" style="text-align:left;" id="introduction"><b>Introduction</b></h2><p class="paragraph" style="text-align:left;">For a while I quit on long AI videos. The character kept drifting, and stitching mismatched clips felt like a waste of time.</p><p class="paragraph" style="text-align:left;">Suddenly,<b> </b><a class="link" href="https://www.anthropic.com/news/redeploying-fable-5?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=create-long-consistent-ai-videos-in-minutes-step-by-step-with-fable-5-google-flow" target="_blank" rel="noopener noreferrer nofollow"><b>Fable 5</b></a> came back online. Then I moved one job over to Fable 5, and Google Flow finally had something consistent to follow. </p><p class="paragraph" style="text-align:left;">Now I know why people hyped over Fable 5 that much.</p><p class="paragraph" style="text-align:left;">The method I use today works for any story you want to tell. You won&#39;t need to rely on one lucky prompt to get it right. Every step is laid out clearly, and you just follow them in order.</p><p class="paragraph" style="text-align:left;">→ I&#39;ll walk you through each step with <a class="link" href="https://www.aifire.co/p/fable-5-is-dead-but-its-working-style-is-recoverable?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=create-long-consistent-ai-videos-in-minutes-step-by-step-with-fable-5-google-flow" target="_blank" rel="noopener noreferrer nofollow"><b>Claude Fable 5</b></a> and <a class="link" href="https://labs.google/fx/tools/flow?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=create-long-consistent-ai-videos-in-minutes-step-by-step-with-fable-5-google-flow" target="_blank" rel="noopener noreferrer nofollow">Google Flow</a> to turn them into images and video. Like this:</p><div class="image"><img alt="claude-fable-5-google-flow" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/ee647288-cdd6-444b-bfd3-469372f87aed/202607041512.gif?t=1783154061"/></div><div class="paywall"><hr class="paywall__break"/><div class="paywall__content"><h2 class="paywall__header"> You’ve reached the locked part! Subscribe to read the rest. </h2><p class="paywall__description"> Get access to this post and other subscriber-only content. </p><p class="paywall__links"><a class="paywall__upgrade_link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=create-long-consistent-ai-videos-in-minutes-step-by-step-with-fable-5-google-flow">Upgrade</a> Translation missing: en.app.shared.conjuction.or <a class="paywall__login_link" href="https://www.aifire.co/login?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=create-long-consistent-ai-videos-in-minutes-step-by-step-with-fable-5-google-flow">Sign In</a></p><div class="paywall__upsell"><div class="paywall__upsell_header"><h3> A subscription gets you </h3></div><ul class="paywall__upsell_features"><li class="paywall__upsell_feature"> Instant access to 700+ AI workflows ($5,800+ Value) </li><li class="paywall__upsell_feature"> Advanced AI tutorials: Master prompt engineering, RAG, model fine-tuning, Hugging Face, and open-source LLMs, etc ($2,997+ Value) </li><li class="paywall__upsell_feature"> Daily AI Tutorials: Unlock new AI tools, money-making strategies, and industry (ecommerce, marketing, coding, teaching, and more) transformations (with videos!) 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  <title>🏆 The Exact Fable 5 Prompting Techniques Used by Anthropic. Copy It in Minutes</title>
  <description>How Anthropic engineers craft Fable 5’s prompts for consistent, high-quality outputs. Learn the exact techniques and structures so you can copy them in your own AI workflows.</description>
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  <link>https://www.aifire.co/p/fable-5-prompting-techniques-cost-10x-less-than-before</link>
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  <pubDate>Mon, 06 Jul 2026 07:25:45 +0000</pubDate>
  <atom:published>2026-07-06T07:25:45Z</atom:published>
    <dc:creator>Neil Phan</dc:creator>
    <category><![CDATA[Ai Tools]]></category>
    <category><![CDATA[🔥 Ai Fire Academy]]></category>
    <category><![CDATA[Ai Automations]]></category>
  <content:encoded><![CDATA[
    <div class='beehiiv'><style>
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</style><div class='beehiiv__body'><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><b>TL;DR</b></p><p class="paragraph" style="text-align:left;">Fable 5 costs $10 per million input tokens and $50 per million output tokens, above other Claude models. Bad prompts waste money fast at this price.</p><p class="paragraph" style="text-align:left;">I&#39;ll show you 6 habits: state the why behind a task, set clear boundaries, let Fable 5 act once it has enough context, match effort level to the task, ask for proof the work is done, and keep prompts short while skipping hidden-reasoning requests.</p><p class="paragraph" style="text-align:left;">I&#39;ll also cover what triggers an automatic fallback to Opus 4.8, and how billing splits when that happens mid-response.</p><p class="paragraph" style="text-align:left;"><b>Key points</b></p><ul><li><p class="paragraph" style="text-align:left;">Fable 5 pricing: $10/1M input tokens, $50/1M output tokens.</p></li><li><p class="paragraph" style="text-align:left;">Common mistake: running routine tasks at high effort when Sonnet 5 handles them just as well.</p></li><li><p class="paragraph" style="text-align:left;">Takeaway: state your proof requirement upfront instead of waiting for Fable 5 to volunteer it.</p></li></ul><figcaption class="blockquote__byline"></figcaption></blockquote></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">Table of Contents</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#introduction" rel="noopener noreferrer nofollow">Introduction</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#i-rule-1-add-the-why-behind-every-t" rel="noopener noreferrer nofollow">I. Rule 1: Add the &quot;Why&quot; Behind Every Task</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ii-rule-2-tell-fable-5-what-not-to-" rel="noopener noreferrer nofollow">II. Rule 2: Tell Fable 5 What NOT to Do</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iii-rule-3-let-fable-5-act-once-it-" rel="noopener noreferrer nofollow">III. Rule 3: Let Fable 5 Act Once It Has Enough Co …</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iv-rule-4-match-effort-level-to-the" rel="noopener noreferrer nofollow">IV. Rule 4: Match Effort Level to the Task</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#v-rule-5-ask-fable-5-to-prove-the-w" rel="noopener noreferrer nofollow">V. Rule 5: Ask Fable 5 to Prove the Work Is Done</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#vi-rule-6-never-ask-for-its-hidden-" rel="noopener noreferrer nofollow">VI. Rule 6: Never Ask for Its Hidden Reasoning</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#vii-when-fable-5-falls-back-to-opus" rel="noopener noreferrer nofollow">VII. When Fable 5 Falls Back to Opus 4.8</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#final-fable-5-prompting-playbook" rel="noopener noreferrer nofollow">Final Fable 5 Prompting Playbook</a></p></li></ul></div><h2 class="heading" style="text-align:left;" id="introduction"><b>Introduction</b></h2><p class="paragraph" style="text-align:left;"><b>Quick context:</b> Fable 5 just came back online after being pulled for nearly 3 weeks. So if you&#39;re jumping on it right now while the usage limits are generous, I get it. </p><p class="paragraph" style="text-align:left;">But <b>Fable 5 is expensive</b>, and <b>bad prompts waste money sooo fast at this price.</b></p><p class="paragraph" style="text-align:left;">You&#39;re probably pulling half of what Fable 5 can really do. I always figured the engineers who built Fable 5 had some private playbook the rest of us never get to see.</p><p class="paragraph" style="text-align:left;">So I went digging into how they actually prompt it. Most of what I found, <b>6 rules</b>, you can copy into your next chat today.</p><div class="paywall"><hr class="paywall__break"/><div class="paywall__content"><h2 class="paywall__header"> You’ve reached the locked part! Subscribe to read the rest. </h2><p class="paywall__description"> Get access to this post and other subscriber-only content. </p><p class="paywall__links"><a class="paywall__upgrade_link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=the-exact-fable-5-prompting-techniques-used-by-anthropic-copy-it-in-minutes">Upgrade</a> Translation missing: en.app.shared.conjuction.or <a class="paywall__login_link" href="https://www.aifire.co/login?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=the-exact-fable-5-prompting-techniques-used-by-anthropic-copy-it-in-minutes">Sign In</a></p><div class="paywall__upsell"><div class="paywall__upsell_header"><h3> A subscription gets you </h3></div><ul class="paywall__upsell_features"><li class="paywall__upsell_feature"> Instant access to 700+ AI workflows ($5,800+ Value) </li><li class="paywall__upsell_feature"> Advanced AI tutorials: Master prompt engineering, RAG, model fine-tuning, Hugging Face, and open-source LLMs, etc ($2,997+ Value) </li><li class="paywall__upsell_feature"> Daily AI Tutorials: Unlock new AI tools, money-making strategies, and industry (ecommerce, marketing, coding, teaching, and more) transformations (with videos!) 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  <title>💼 Google’s AI Career Signal</title>
  <description>Plus: AI’s rare-skill secret</description>
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  <link>https://www.aifire.co/p/google-report-shows-britains-ai-workforce-gap-is-growing</link>
  <guid isPermaLink="true">https://www.aifire.co/p/google-report-shows-britains-ai-workforce-gap-is-growing</guid>
  <pubDate>Sat, 04 Jul 2026 17:00:00 +0000</pubDate>
  <atom:published>2026-07-04T17:00:00Z</atom:published>
    <dc:creator>Wendy</dc:creator>
  <content:encoded><![CDATA[
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:center;"><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/welcome-checklist/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow">Free AFIRE Guide</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow">AI Academy</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.passionfroot.me/aifire?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow">Advertise</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/ai-masteryaz-course/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow">AI Mastery A-Z</a></b></span></p><div class="image"><a class="image__link" href="https://www.aifire.co/p/ai-fire-spark-intro-offer-2026-performance-kickoff?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" rel="noopener" target="_blank"><img alt="ai-fire-banner" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b9b000b0-56b8-40d7-a401-5954ca679e64/image.png?t=1772091328"/></a></div><p class="paragraph" style="text-align:left;"><b>Plus: </b><a class="link" href="https://www.aifire.co/p/claude-design-2-0-ai-design-that-makes-figma-look-slow?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Claude Design 2.0 Just Became Unstoppable: From Zero to Polished Designs</b></a></p><p class="paragraph" style="text-align:left;">Google says Britain’s AI adoption just doubled. But the real advantage may not come from using Gemini, ChatGPT, or Claude once in a while - it comes from turning AI into a weekly work habit that can change your career.</p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">What&#39;s on FIRE 🔥</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#google-says-britains-ai-adoption-ju" rel="noopener noreferrer nofollow">🇬🇧 Google Says Britain’s AI Adoption Just Doubled</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-sources-from-ai-fire" rel="noopener noreferrer nofollow">📚 AI Sources From AI Fire</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#fire-recap-biggest-ai-news-this-wee" rel="noopener noreferrer nofollow">🔥 FIRE RECAP: BIGGEST AI NEWS THIS WEEK</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#todays-ai-highlights" rel="noopener noreferrer nofollow">⭐ Today&#39;s AI Highlights</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-tools" rel="noopener noreferrer nofollow">🏅 AI Tools</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-breakthrough" rel="noopener noreferrer nofollow">📊 AI Breakthrough</a></p></li></ul></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>IN PARTNERSHIP WITH </b><span style="background-color:#ff914d;"><b>BELAY</b></span></h4><div class="image"><a class="image__link" href="https://api.wellput.io/v1/cm?cmid=981945mqepan3m&tid=177&s1=v2-r731123-p981945-c48991&s2=AI+Fire&s3=&s4=null&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" rel="noopener" target="_blank"><img alt="" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/26375368-97d8-42b2-9a19-8106a7b17151/image.png?t=1783070740"/></a></div><p class="paragraph" style="text-align:left;"><a class="link" href="https://api.wellput.io/v1/cm?cmid=981945mqepan3m&tid=177&s1=v2-r731123-p981945-c48991&s2=AI+Fire&s3=&s4=null&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Accomplish More. Juggle Less.</b></a></p><p class="paragraph" style="text-align:left;">When you love what you do, it can be easy to take on more — more tasks, more deadlines, more hours – but before you know it, you don’t have time to do what you loved in the beginning. Don’t just do more – do more of what you do best. </p><p class="paragraph" style="text-align:left;">BELAY’s flexible staffing solutions leverage industry experience with AI systems to increase productivity without sacrificing quality. You can accomplish more and juggle less with our exceptional U.S.-based Virtual Assistants, Accounting Professionals, and Marketing Assistants. Learn how with our free ebook, Delegate to Elevate, and leave the more to BELAY.</p><div class="button" style="text-align:center;"><a target="_blank" rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://api.wellput.io/v1/cm?cmid=981945mqepan3m&tid=177&s1=v2-r731123-p981945-c48991&s2=AI+Fire&s3=&s4=null&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal"><span class="button__text" style=""> Download &quot;From Operator to Owner&quot; Here </span></a></div></div><div id="google-says-britains-ai-adoption-ju" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;">AI INSIGHTS</span></p><h2 class="heading" style="text-align:left;">🇬🇧 <a class="link" href="https://googleuk.publicfirst.co/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Google Says Britain’s AI Adoption Just Doubled</b></a></h2><div class="image"><a class="image__link" href="https://googleuk.publicfirst.co/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" rel="noopener" target="_blank"><img alt="google-says-britains-ai-adoption-just-doubled" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/9347c647-1477-4102-b7b1-a2fd5d929141/Capture.PNG?t=1783267753"/></a></div><p class="paragraph" style="text-align:left;">Google UK and Public First just released a new report on how fast AI is spreading across Britain.</p><p class="paragraph" style="text-align:left;">The headline is big: <b>73% of the British workforce now uses AI</b>, up from <b>34% last year</b>.</p><p class="paragraph" style="text-align:left;">But the real story is not just adoption. It’s the gap between people who “try AI” and people who actually use it well.</p><p class="paragraph" style="text-align:left;">Google splits UK AI users into four groups:</p><ul><li><p class="paragraph" style="text-align:left;">AI Spectators: 10% - Not using AI in daily life yet.</p></li><li><p class="paragraph" style="text-align:left;">AI Experimenters: 38% - Use AI for quick questions and simple drafts.</p></li><li><p class="paragraph" style="text-align:left;">AI Practitioners: 37% - Use AI more often for writing, research, and problem-solving.</p></li><li><p class="paragraph" style="text-align:left;">AI Trailblazers: 15% - Use AI for deeper work, automation, and agents.</p></li></ul><p class="paragraph" style="text-align:left;">The <b>Trailblazers</b> are where it gets interesting.</p><p class="paragraph" style="text-align:left;">They save around <b>7.7 hours per week</b>, and they are more likely to report:</p><ul><li><p class="paragraph" style="text-align:left;">+84% higher chance of being promoted</p></li><li><p class="paragraph" style="text-align:left;">+55% higher chance of getting a pay rise</p></li><li><p class="paragraph" style="text-align:left;">+157% higher chance of feeling career progress</p></li><li><p class="paragraph" style="text-align:left;">+88% higher chance of getting a positive performance review</p></li></ul><p class="paragraph" style="text-align:left;">Google is also tying this to its bigger UK push: Gemini, Google DeepMind, Google Digital Garage, and its new AI Works for Britain training program.</p><p class="paragraph" style="text-align:left;">The useful lesson here is simple: the advantage is not just having access to AI.</p><p class="paragraph" style="text-align:left;">The advantage comes from building better habits: asking clearer questions, reusing workflows, using AI to critique your work, and applying it to repeated tasks.</p><p class="paragraph" style="text-align:left;">AI adoption is now normal. The next race is who can use it with skill.</p><div class="button" style="text-align:center;"><a target="_blank" rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://googleuk.publicfirst.co/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal"><span class="button__text" style=""> Read more </span></a></div></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>PRESENTED BY </b><span style="background-color:#ff914d;"><b>HUBSPOT</b></span></h4><h3 class="heading" style="text-align:left;">Want to get the most out of ChatGPT?</h3><div class="image"><a class="image__link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-c&_bhiiv=opp_62d325c5-402a-4fb0-af81-00e62aa7190d_b942af4d&bhcl_id=728175ca-8126-441f-8b3b-5ab132267f36_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/3d07933c-56f3-4e33-8801-be4127e06d2c/ChatGPT_V1.jpg?t=1744399039"/></a></div><p class="paragraph" style="text-align:left;">ChatGPT is a superpower if you know how to use it correctly.</p><p class="paragraph" style="text-align:left;">Discover how <a class="link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-c&_bhiiv=opp_62d325c5-402a-4fb0-af81-00e62aa7190d_b942af4d&bhcl_id=728175ca-8126-441f-8b3b-5ab132267f36_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">HubSpot&#39;s guide to AI</a> can elevate both your productivity and creativity to get more things done.</p><p class="paragraph" style="text-align:left;">Learn to automate tasks, enhance decision-making, and foster innovation with the power of AI.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-c&_bhiiv=opp_62d325c5-402a-4fb0-af81-00e62aa7190d_b942af4d&bhcl_id=728175ca-8126-441f-8b3b-5ab132267f36_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Download the free guide</a></p></div><div id="ai-sources-from-ai-fire" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">AI SOURCES FROM AI FIRE</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><b>1. </b><a class="link" href="https://www.aifire.co/p/claude-tips-5-prompt-tricks-most-people-never-try-once?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Boost Claude’s Responses: 5 Easy Tricks You Can Use With New Claude Sonnet 5.</b></a> Learn how to stop using Claude like a search box and get sharper answers by letting it interview you, focus on one problem, rate confidence, use real numbers, and spot hidden patterns.</p><p class="paragraph" style="text-align:left;"><b>2. </b><a class="link" href="https://www.aifire.co/p/claude-code-tutorial-build-a-system-that-learns-your-work?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Step-by-Step Tutorial: Build a Self-Improving AI System With Claude Code. Use the B.U.I.L.D.</b></a> framework to create a Claude Code setup that stores your knowledge, syncs new data, reviews improvements, and gets smarter every week without breaking quietly.</p><p class="paragraph" style="text-align:left;"><b>3. </b><a class="link" href="https://www.aifire.co/p/claude-design-2-0-ai-design-that-makes-figma-look-slow?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Claude Design 2.0 Just Became a Real AI Design Workflow.</b></a> Create slides, prototypes, one-pagers, and early websites from a simple prompt, then edit on canvas, export your work, and hand it off to Claude Code when you’re ready to build.</p></div><div id="fire-recap-biggest-ai-news-this-wee" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">FIRE RECAP: BIGGEST AI NEWS THIS WEEK</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><ol start="1"><li><p class="paragraph" style="text-align:left;">🏛️ OpenAI may give the <b>U.S. government </b>a<b> </b><a class="link" href="https://archive.ph/HJVjm?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>5% stake</b></a>. The idea reportedly came after pressure around GPT-5.6, turning frontier AI into a national infrastructure debate.</p></li><li><p class="paragraph" style="text-align:left;">🔥 <a class="link" href="https://www.anthropic.com/news/redeploying-fable-5?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Claude Fable 5</b></a> is coming back globally after the export-control shutdown. Anthropic says it returns with stronger cybersecurity safeguards and limited free access for paid users until July 7.</p></li><li><p class="paragraph" style="text-align:left;">🤖 Anthropic launched <a class="link" href="https://www.anthropic.com/news/claude-sonnet-5?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Claude Sonnet 5</b></a> as its new everyday agent model. It is now the default for Claude Free and Pro, with stronger coding, tool use, and workflow automation.</p></li><li><p class="paragraph" style="text-align:left;">🎨 Google is bringing personalized <a class="link" href="https://blog.google/innovation-and-ai/products/gemini-app/personal-intelligence-nano-banana-us-expansion?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Gemini image generation</b></a> to more users. Gemini can now use signals from Google Photos and connected apps to create images closer to your style.</p></li><li><p class="paragraph" style="text-align:left;">💧 <a class="link" href="https://blog.google/company-news/outreach-and-initiatives/sustainability/2026-environmental-report?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Google’s 2026 Environmental Report</b></a> turned AI scale into an energy and water story. The company says it replenished <b>7.7B gallons</b> in 2025, but AI data centers are still raising pressure on power, water, and emissions.</p></li></ol></div><div class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">TODAY IN AI</span></h2></div><div id="todays-ai-highlights" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;"><b> AI HIGHLIGHTS</b></span></p><p class="paragraph" style="text-align:left;">🧬 Anthropic is moving beyond AI tools and wants to <a class="link" href="https://archive.ph/ernK7?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>develop its own drugs</b></a>. The company launched Claude Science and says it will focus on treatments for neglected diseases.</p><p class="paragraph" style="text-align:left;">📈 ByteDance found a <a class="link" href="https://www.scmp.com/tech/big-tech/article/3359373/chinas-bytedance-discovers-new-scaling-law-could-sustain-ai-boom?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>new scaling law for AI agents</b></a>. Its researchers say agents can double their learning speed every 3 months by doing long real-world tasks.</p><p class="paragraph" style="text-align:left;">⚠️ Parents are being warned <a class="link" href="https://archive.ph/4U4Sn?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>not to post children’s photos publicly</b></a>. The NCA and IWF say AI-generated child abuse images are rising fast, with over 8,000 cases found in 2025.</p><p class="paragraph" style="text-align:left;">⚛️ Nuclear startup Ampera revealed a <a class="link" href="https://www.tomshardware.com/3d-printing/startup-unveils-3d-printed-nuclear-reactor-module-to-power-ai-data-centers-touted-as-the-worlds-first-subcritical-solid-state-factory-built-thorium-nuclear-reactor?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>3D-printed thorium reactor module</b></a> built for AI data centers. Big promise: factory-built nuclear power in a container-style system.</p><p class="paragraph" style="text-align:left;">🧮 Mistral launched <a class="link" href="https://mistral.ai/news/leanstral-1-5/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Leanstral 1.5</b></a>, an open-source model for formal math and code verification. It solved 587/672 PutnamBench problems and found 5 unknown bugs in real repos.</p><p class="paragraph" style="text-align:left;">💰 <b>AI Investments:</b> Microsoft launched <b>Microsoft Frontier Company</b> with a <a class="link" href="https://blogs.microsoft.com/blog/2026/07/02/microsoft-frontier-company-ai-engineering-that-amplifies-and-protects-your-intelligence/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>$2.5B investment</b></a>, creating a 6,000-person AI engineering team for enterprise customers. The unit will help companies deploy AI at scale using OpenAI, Anthropic, Microsoft AI, and open-source models while keeping their data and IP protected.</p></div><div id="ai-tools" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">NEW EMPOWERED AI TOOLS</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><ol start="1"><li><p class="paragraph" style="text-align:left;">💰 <a class="link" href="https://fundraisly.com/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Fundraisly</b></a> helps founders book 10-50 qualified investor meetings by matching them with 300K+ investors based on stage, market, geography, and warm paths.</p></li><li><p class="paragraph" style="text-align:left;">🐟 <a class="link" href="https://goldfish.sh/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Goldfish</b></a> remembers your work across your Mac, then helps draft replies, summarize threads, rewrite text, and recall context from any app.</p></li><li><p class="paragraph" style="text-align:left;">📬 <a class="link" href="https://www.upstream.do/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Upstream</b></a> is an AI inbox where agents sort messages, draft replies, and handle email busywork behind the scenes.</p></li><li><p class="paragraph" style="text-align:left;">✅ <a class="link" href="https://www.bondapp.io/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Bond</b></a> is an AI Chief of Staff that turns scattered tasks into a self-managing to-do list, helping with meetings, follow-ups, blockers, and delegation.</p></li></ol></div><div id="ai-breakthrough" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">AI BREAKTHROUGH</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;"><b>⚒ </b><a class="link" href="https://arxiv.org/pdf/2605.29548?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow"><b>Bigger AI Models Learn More: Secret of Rare-Task Retention</b></a></h3><div class="image"><a class="image__link" href="https://arxiv.org/pdf/2605.29548?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" rel="noopener" target="_blank"><img alt="bigger-ai-models-learn-more-secret-of-rare-task-retention" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/231e1796-ac18-43be-81b6-7653fe7c1461/image.png?t=1783071970"/></a></div><p class="paragraph" style="text-align:left;">If you&#39;ve been wondering why scaling up a model&#39;s size suddenly unlocks obscure, rare abilities that smaller models completely miss, a new joint paper from Stanford, MIT, Harvard, and Anthropic just mapped out exactly how it happens:</p><ul><li><p class="paragraph" style="text-align:left;">Larger models have the physical space to protect weak learning signals. They can retain rare skills because they don&#39;t have to overwrite them to make room for more common data.</p></li><li><p class="paragraph" style="text-align:left;">A smaller model might actually pick up a rare signal briefly. However, because space is limited, the very next wave of common-task updates overwrites that rare skill before it appears often enough to become stable knowledge.</p></li><li><p class="paragraph" style="text-align:left;">Testing this on OLMo language models scaling from 4M to 4B parameters, the data showed that larger models experience much less gradient interference.</p></li></ul><p class="paragraph" style="text-align:left;">The researchers highlight that the core issue is the training dynamics itself. When common tasks constantly push on the same limited pool of parameters, the rare data simply gets bullied out of the model&#39;s memory.</p><p class="paragraph" style="text-align:left;">That extra neural real estate allows larger models to hold onto weak, low-frequency signals long enough for the training run to cement them into actual, permanently learned skills.</p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;"><b>We read your emails, comments, and poll replies daily</b></h2><p class="paragraph" style="text-align:left;">Hit reply and say Hello – we&#39;d love to hear from you!<br>Like what you&#39;re reading? Forward it to friends, and they can sign up <b><a class="link" href="https://www.aifire.co/subscribe?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-s-ai-career-signal" target="_blank" rel="noopener noreferrer nofollow">here</a></b>.</p><p class="paragraph" style="text-align:left;">Cheers, <br>The AI Fire Team</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=196102f1-40bf-4bf7-a2f9-712031545150&utm_medium=post_rss&utm_source=ai_fire">Powered by beehiiv</a></div></div>
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  <title>🏛️ Google Gives History an AI Brain</title>
  <description>Ask Colonial Williamsburg anything</description>
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  <link>https://www.aifire.co/p/google-turns-colonial-williamsburg-into-an-ai-history-hub</link>
  <guid isPermaLink="true">https://www.aifire.co/p/google-turns-colonial-williamsburg-into-an-ai-history-hub</guid>
  <pubDate>Fri, 03 Jul 2026 17:00:00 +0000</pubDate>
  <atom:published>2026-07-03T17:00:00Z</atom:published>
    <dc:creator>Wendy</dc:creator>
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:center;"><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/welcome-checklist/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow">Free AFIRE Guide</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow">AI Academy</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.passionfroot.me/aifire?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow">Advertise</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/ai-masteryaz-course/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow">AI Mastery A-Z</a></b></span></p><div class="image"><a class="image__link" href="https://www.aifire.co/p/ai-fire-spark-intro-offer-2026-performance-kickoff?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" rel="noopener" target="_blank"><img alt="ai-fire-banner" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b9b000b0-56b8-40d7-a401-5954ca679e64/image.png?t=1772091328"/></a></div><p class="paragraph" style="text-align:left;"><b>Plus: </b><a class="link" href="https://www.aifire.co/p/stanford-storm-the-4-prompt-method-that-verifies-itself?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>I Turn Claude into the Ultimate PhD-level Research Team (Stanford’s STORM Method)</b></a></p><p class="paragraph" style="text-align:left;">What if history stopped being something you read and became something you could question? Google’s new Colonial Williamsburg AI hub shows one side of that future, and Bridgewater’s custom Qwen3 model shows the other.</p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">What&#39;s on FIRE 🔥</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#google-turns-colonial-williamsburg-" rel="noopener noreferrer nofollow">🏛️ Google Turns Colonial Williamsburg Into an AI History Hub</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-sources-from-ai-fire" rel="noopener noreferrer nofollow">📚 AI Sources From AI Fire</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#todays-ai-highlights" rel="noopener noreferrer nofollow">⭐ Today&#39;s AI Highlights</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#hot-papers-of-the-week" rel="noopener noreferrer nofollow">🧾 Hot Papers of the Week</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-tools" rel="noopener noreferrer nofollow">🏅 AI Tools</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-breakthrough" rel="noopener noreferrer nofollow">📊 AI Breakthrough</a></p></li></ul></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>IN PARTNERSHIP WITH </b><span style="background-color:#ff914d;"><b>HUBSPOT</b></span></h4><h3 class="heading" style="text-align:left;">Want to get the most out of ChatGPT?</h3><div class="image"><a class="image__link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-c&_bhiiv=opp_0d572282-94b0-40df-8255-8c126a7787b3_b942af4d&bhcl_id=ff326bb6-f17b-4260-a862-d7d28419304f_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/3d07933c-56f3-4e33-8801-be4127e06d2c/ChatGPT_V1.jpg?t=1744399039"/></a></div><p class="paragraph" style="text-align:left;">ChatGPT is a superpower if you know how to use it correctly.</p><p class="paragraph" style="text-align:left;">Discover how <a class="link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-c&_bhiiv=opp_0d572282-94b0-40df-8255-8c126a7787b3_b942af4d&bhcl_id=ff326bb6-f17b-4260-a862-d7d28419304f_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">HubSpot&#39;s guide to AI</a> can elevate both your productivity and creativity to get more things done.</p><p class="paragraph" style="text-align:left;">Learn to automate tasks, enhance decision-making, and foster innovation with the power of AI.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-c&_bhiiv=opp_0d572282-94b0-40df-8255-8c126a7787b3_b942af4d&bhcl_id=ff326bb6-f17b-4260-a862-d7d28419304f_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Download the free guide</a></p></div><div id="google-turns-colonial-williamsburg-" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;">AI INSIGHTS</span></p><h2 class="heading" style="text-align:left;">🏛️ <a class="link" href="https://blog.google/company-news/outreach-and-initiatives/arts-culture/colonial-williamsburg/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>Google Turns Colonial Williamsburg Into an AI History Hub</b></a></h2><div class="image"><a class="image__link" href="https://blog.google/company-news/outreach-and-initiatives/arts-culture/colonial-williamsburg/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" rel="noopener" target="_blank"><img alt="google-turns-colonial-williamsburg-into-an-ai-history-hub" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/70e943cb-376e-48c7-a28f-63440f129f07/Portrait_of_Patrick_Henry_1736-1.width-1000.format-webp.jpg?t=1783244041"/></a><div class="image__source"><span class="image__source_text"><p>Discover key moments, sites, and people of 18th-century Williamsburg, including Patrick Henry, one of America’s great Revolutionary figures.</p></span></div></div><p class="paragraph" style="text-align:left;">Google Arts & Culture and The Colonial Williamsburg Foundation just launched a new digital hub for <b>America’s 250th birthday</b>.</p><p class="paragraph" style="text-align:left;">The goal: make 18th-century Virginia easier to explore from anywhere.</p><p class="paragraph" style="text-align:left;">What’s included:</p><ul><li><p class="paragraph" style="text-align:left;">3,500+ digital assets</p></li><li><p class="paragraph" style="text-align:left;">2,000+ museum objects</p></li><li><p class="paragraph" style="text-align:left;">New Street View tours of Colonial Williamsburg</p></li><li><p class="paragraph" style="text-align:left;">Virtual visits to the Raleigh Tavern, Williamsburg Bray School, and the courthouse</p></li><li><p class="paragraph" style="text-align:left;">3D models of historic sites and objects</p></li></ul><p class="paragraph" style="text-align:left;">The AI angle is <b>NotebookLM</b>.</p><p class="paragraph" style="text-align:left;">Google built a research notebook with 150+ historical sources, including old documents, artifacts, expert research, and Colonial Williamsburg articles.</p><p class="paragraph" style="text-align:left;">So instead of just reading history, users can ask questions about the <b>American Revolution</b>, founding ideas, enslaved people’s fight for freedom, Indigenous history, and daily life in colonial America.</p><p class="paragraph" style="text-align:left;">This is a smart use of AI: turning a museum archive into something people can actually search, question, and understand.</p><div class="button" style="text-align:center;"><a target="_blank" rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://blog.google/company-news/outreach-and-initiatives/arts-culture/colonial-williamsburg/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain"><span class="button__text" style=""> Read more </span></a></div></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>PRESENTED BY </b><span style="background-color:#ff914d;"><b>ELEVENLABS</b></span></h4><h3 class="heading" style="text-align:left;" id="the-best-voice-models-now-fully-orc">The best voice models, now fully orchestrated across all channels</h3><div class="image"><a class="image__link" href="https://elevenlabs.io/agents?utm_source=beehiiv&utm_medium=newsletter&utm_campaign=sponsorship_beehiiv_ad_network&utm_content={{publication_alphanumeric_id}}&_bhiiv=opp_c4dd489c-f225-43eb-a0b8-96d3f6ffd84f_98d4ca69&bhcl_id=d8dad0a1-b92f-4b74-a90c-77311b68cbd0_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/3b549be8-9914-46c8-bac2-e761d9febde8/B-voice-stack-quality__1_.png?t=1782308548"/></a></div><p class="paragraph" style="text-align:left;"><a class="link" href="https://elevenlabs.io/agents?utm_source=beehiiv&utm_medium=newsletter&utm_campaign=sponsorship_beehiiv_ad_network&utm_content={{publication_alphanumeric_id}}&_bhiiv=opp_c4dd489c-f225-43eb-a0b8-96d3f6ffd84f_98d4ca69&bhcl_id=d8dad0a1-b92f-4b74-a90c-77311b68cbd0_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">ElevenAgents</a> puts full orchestration on the voice models the market builds around. Voice, text chat, transcription, and reasoning in one integrated stack, &lt;400 milliseconds, and human-sounding. Plug in any LLM, integrate tools, A/B test, and deploy across channels. More human-like conversations, lower latency, flat $0.08 per minute.</p><p class="paragraph" style="text-align:left;"><i><a class="link" href="https://elevenlabs.io/agents?utm_source=beehiiv&utm_medium=newsletter&utm_campaign=sponsorship_beehiiv_ad_network&utm_content={{publication_alphanumeric_id}}&_bhiiv=opp_c4dd489c-f225-43eb-a0b8-96d3f6ffd84f_98d4ca69&bhcl_id=d8dad0a1-b92f-4b74-a90c-77311b68cbd0_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Start building free</a></i></p></div><div id="ai-sources-from-ai-fire" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">AI SOURCES FROM AI FIRE</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><b>1.</b> <a class="link" href="https://www.aifire.co/p/5-ai-tools-for-productivity-the-stack-ai-experts-use-daily?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>[AI Tools for Productivity] The Exact Stack I Use to Write 100s of AI Fire Tutorials.</b></a> Learn the 5 AI tools still open on Neil’s screen every day: Claude Cowork, Claude Chat, Perplexity, Claude Code, and n8n. Each tool has one clear job, from quick thinking to research, building, and hands-off automation.</p><p class="paragraph" style="text-align:left;"><b>2.</b> <a class="link" href="https://www.aifire.co/p/google-notebooklm-2-0-gets-an-agentic-ai-research-tools?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>NotebookLM’s Agentic AI Update Lets You Build With AI Like a Pro.</b></a> Google NotebookLM is moving beyond PDF summaries. Learn how its new agentic research workflow can find sources, compare documents, create charts, export files, and prepare cleaner context for reports, decks, and coding agents.</p><p class="paragraph" style="text-align:left;"><b>3. </b><a class="link" href="https://www.aifire.co/p/stanford-storm-the-4-prompt-method-that-verifies-itself?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>Turn Claude Into a PhD-Level Research Team With Stanford’s STORM Method.</b></a> Use 4 prompts to run any topic through 5 expert lenses, map contradictions, synthesize the findings, and verify every source. A smarter way to turn Claude into a serious research workflow.</p></div><div class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">TODAY IN AI</span></h2></div><div id="todays-ai-highlights" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;"><b> AI HIGHLIGHTS</b></span></p><p class="paragraph" style="text-align:left;">🧠 Meta may finally be closing the gap with OpenAI. AI chief Alexandr Wang reportedly told staff that Meta’s next model, <a class="link" href="https://www.businessinsider.com/meta-ai-model-catches-up-openai-gpt-5-says-2026-7?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>Watermelon</b></a>, has caught up with GPT-5.5 on key benchmarks.</p><p class="paragraph" style="text-align:left;">💻 A leaked video shows Microsoft’s Copilot OS project, codenamed <a class="link" href="https://www.windowscentral.com/microsoft/windows-11/microsoft-copilot-os-revealed-in-leaked-video-lightweight-windows-os-exploration-features-new-desktop-ui-built-entirely-around-copilot-and-agentic-ai?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>Aion</b></a>. It runs on a lightweight Windows codebase and puts Copilot at the center of the desktop.</p><p class="paragraph" style="text-align:left;">🐢 Mark Zuckerberg admitted <a class="link" href="https://www.reuters.com/business/zuckerberg-says-ai-agent-development-going-slower-than-expected-2026-07-02/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>Meta’s AI agents</b></a> are moving slower than expected. He still expects bigger gains in the next 3 to 6 months, after huge spending on AI teams and infrastructure.</p><p class="paragraph" style="text-align:left;">🚫 Alibaba banned employees from using <a class="link" href="https://archive.ph/9nGmj?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>Claude Code</b></a> at work, calling it high-risk software. The move follows concerns that Anthropic used hidden code to track some Chinese users.</p><p class="paragraph" style="text-align:left;">🎬 Midjourney now wants Disney, Universal, and Warner Bros. to reveal how they use AI internally. The startup says the studios may be using the <a class="link" href="https://techcrunch.com/2026/07/04/midjourney-wants-hollywood-studios-to-reveal-the-details-of-their-ai-usage/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>same tech they’re suing</b></a> Midjourney over.</p><p class="paragraph" style="text-align:left;"><b>💰 Big AI Fundraising:</b> China’s Kling AI just <a class="link" href="https://finance.yahoo.com/technology/ai/articles/china-kling-ai-raises-2-151847318.html?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>raised $2B</b></a> to expand its AI video business, with funding possibly reaching $3B. The company is already valued at $15B, with Q1 revenue up 300% YoY.</p></div><div id="hot-papers-of-the-week" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">HOT PAPERS OF THE WEEK</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><a class="link" href="https://arxiv.org/pdf/2606.30534?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>1/ Beijing Academy of AI wants one model to learn the world itself</b></a><br>Orca from Beijing Academy of Artificial Intelligence introduces a general world foundation model built around Next-State Prediction. It learns from 125K hours of video and 160M event annotations, then uses a frozen backbone for text, image, and action readouts. Big shift: AI may move beyond next-token or next-frame prediction toward models that understand how the world changes.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://arxiv.org/pdf/2606.28733?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>2/ AI agents need to know when to stop using tools</b></a><br>Agentic Abstention from University of Washington, Allen Institute for AI, and others studies when agents should stop acting instead of wasting more tool calls. It tests 13 LLM-as-agent systems across web shopping, terminal tasks, and QA using more than 28,000 tasks. Key result: CONVOLVE raises Llama-3.3-70B timely abstention recall from 26.7% to 57.4% without updating the model.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://arxiv.org/pdf/2606.28436?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>3/ Coding agents may verify patches without Docker</b></a><br>Dockerless from Shanghai Jiao Tong University and Douyin Group introduces an environment-free verifier for coding agents. Instead of running tests inside costly Docker setups, it explores the repository with sub-agents and judges whether a patch is correct. Big impact: coding-agent training could scale better for messy real-world repos, reaching 62.0% on SWE-bench Verified while matching environment-based post-training.</p></div><div id="ai-tools" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">NEW EMPOWERED AI TOOLS</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><ol start="1"><li><p class="paragraph" style="text-align:left;">🧠 <a class="link" href="https://vida.app/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>Vida</b></a> learns how you work, remembers your habits and projects, then helps handle repetitive tasks before you even ask.</p></li><li><p class="paragraph" style="text-align:left;">✅ <a class="link" href="https://checklistfox.com/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>ChecklistFox</b></a> turns simple prompts into beautiful themed planners and checklists, ready to download as polished <b>PDFs</b>.</p></li><li><p class="paragraph" style="text-align:left;">💸 <a class="link" href="https://centryai.app/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>CentryAI</b></a> scans your <b>Gmail</b> or <b>iCloud</b> to find forgotten subscriptions, score unused charges, and locate cancellation pages fast.</p></li><li><p class="paragraph" style="text-align:left;">🎮 <a class="link" href="https://termiprotocol.com/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>Termi Protocol</b></a> visualizes AI coding agents in 3D, letting you watch them read, write, and run commands like a live simulation.</p></li></ol></div><div id="ai-breakthrough" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">AI BREAKTHROUGH</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;">🎯<b> </b><a class="link" href="https://thinkingmachines.ai/news/learning-to-replicate-expert-judgment-in-financial-tasks/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow"><b>TML & Bridgewater Prove Custom AI Beats the Giants</b></a></h3><div class="image"><a class="image__link" href="https://thinkingmachines.ai/news/learning-to-replicate-expert-judgment-in-financial-tasks/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" rel="noopener" target="_blank"><img alt="tml-and-bridgewater-prove-custom-ai-beats-the-giants" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/7fe3e738-cfe9-41e1-bf8f-48a91a7b0bc8/image.png?t=1783071110"/></a></div><p class="paragraph" style="text-align:left;">Mira Murati&#39;s Thinking Machines Lab (TML) and hedge fund Bridgewater tested top AI models on highly specialized investment tasks, and the results show exactly why smaller, custom-trained AI is gaining serious traction in the corporate world.</p><ul><li><p class="paragraph" style="text-align:left;">Bridgewater tested frontier models, including variants of GPT, Claude, and Gemini, on news filtering tasks. They averaged only ~50% accuracy.</p></li><li><p class="paragraph" style="text-align:left;">Even when Bridgewater’s own investors stepped in to write expert-level prompts, the models only reached the mid-70s. That is a solid improvement, but Bridgewater requires an 80% accuracy threshold before their analysts will trust a tool for daily workflow.</p></li><li><p class="paragraph" style="text-align:left;">The custom-trained Qwen3 model hit 84.7% accuracy. More importantly, it achieved this at 13.8x less cost than running the frontier models.</p></li></ul><p class="paragraph" style="text-align:left;">As Murati framed the project, it is all about &quot;<i>experts improving AI that empowers experts</i>.&quot; Following this success, Bridgewater is already planning to build and deploy more of these specialized models across different departments in their firm.</p><p class="paragraph" style="text-align:left;">TML and Bridgewater’s numbers demonstrate that companies don&#39;t always need a massive AI that knows how to do everything. When it comes to highly specialized work, a smaller, specifically trained model isn&#39;t just significantly cheaper to run, it is actually more accurate.</p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;"><b>We read your emails, comments, and poll replies daily</b></h2><p class="paragraph" style="text-align:left;">Hit reply and say Hello – we&#39;d love to hear from you!<br>Like what you&#39;re reading? Forward it to friends, and they can sign up <b><a class="link" href="https://www.aifire.co/subscribe?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=google-gives-history-an-ai-brain" target="_blank" rel="noopener noreferrer nofollow">here</a></b>.</p><p class="paragraph" style="text-align:left;">Cheers, <br>The AI Fire Team</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=9828dd67-5aa1-4d2c-b1f3-b42a79d9372b&utm_medium=post_rss&utm_source=ai_fire">Powered by beehiiv</a></div></div>
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      <item>
  <title>💽 Anthropic x Samsung Custom AI Chip?</title>
  <description>OpenAI&#39;s 5% State-AGI sooo Hot 🐞</description>
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  <link>https://www.aifire.co/p/claude-ai-chip-talks-put-anthropic-and-samsung-in-focus</link>
  <guid isPermaLink="true">https://www.aifire.co/p/claude-ai-chip-talks-put-anthropic-and-samsung-in-focus</guid>
  <pubDate>Thu, 02 Jul 2026 17:00:00 +0000</pubDate>
  <atom:published>2026-07-02T17:00:00Z</atom:published>
    <dc:creator>Wendy</dc:creator>
  <content:encoded><![CDATA[
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</style><div class='beehiiv__body'><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:center;"><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/welcome-checklist/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow">Free AFIRE Guide</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow">AI Academy</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://www.passionfroot.me/aifire?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow">Advertise</a></b></span><b> | </b><span style="text-decoration:underline;"><b><a class="link" href="https://community.aifire.co/c/ai-masteryaz-course/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow">AI Mastery A-Z</a></b></span></p><div class="image"><a class="image__link" href="https://www.aifire.co/p/ai-fire-spark-intro-offer-2026-performance-kickoff?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" rel="noopener" target="_blank"><img alt="ai-fire-banner" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/b9b000b0-56b8-40d7-a401-5954ca679e64/image.png?t=1772091328"/></a></div><p class="paragraph" style="text-align:left;"><b>Plus: </b><a class="link" href="https://www.aifire.co/p/claude-code-tutorial-build-a-system-that-learns-your-work?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>Step by Step Tutorial: How to Build a Self-Improving AI System with Claude Code</b></a></p><p class="paragraph" style="text-align:left;">Claude might not stay just a model story anymore. Samsung’s Anthropic investment is fueling talk that it could one day manufacture custom AI chips powering Claude.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://rss.com/podcasts/ai-fire-daily/2961175?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>AI-generated Podcast: Spotify | Apple Podcasts</b></a><b>, </b><a class="link" href="https://www.youtube.com/watch?v=8Zd66klMhOY&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>YouTube</b></a></p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">What&#39;s on FIRE 🔥</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#anthropic-eyes-custom-silicon-with-" rel="noopener noreferrer nofollow">🏭 Anthropic Eyes Custom Silicon with Samsung</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-sources-from-ai-fire" rel="noopener noreferrer nofollow">📚 AI Sources From AI Fire</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#build-a-self-improving-ai-system-wi" rel="noopener noreferrer nofollow">🔁 Build a Self-Improving AI System with Claude Code</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#todays-ai-highlights" rel="noopener noreferrer nofollow">⭐ Today&#39;s AI Highlights</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-tools" rel="noopener noreferrer nofollow">🏅 AI Tools</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ai-breakthrough" rel="noopener noreferrer nofollow">📊 AI Breakthrough</a></p></li></ul></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>IN PARTNERSHIP WITH </b><span style="background-color:#ff914d;"><b>AGORAPULSE</b></span></h4><div class="image"><a class="image__link" href="https://www.vpdae.com/redirect/aebdllvnnr6vckehvgvu0652i92?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" rel="noopener" target="_blank"><img alt="" class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/023ffe8f-6aaf-49da-9fe6-8d0bdeb01476/image.png?t=1783044820"/></a></div><p class="paragraph" style="text-align:left;"><b>Your AI content is producing more noise. This playbook shows you how to fix it.</b></p><p class="paragraph" style="text-align:left;">You published dozens of posts last quarter. Your CEO asked what they drove. Silence. Sound familiar?</p><p class="paragraph" style="text-align:left;">This <b>free playbook</b> breaks down the <b>5 AI content mistakes</b> that kill social strategies, and gives you the tools to fix them before your next post goes live.</p><div class="button" style="text-align:center;"><a target="_blank" rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://www.vpdae.com/redirect/aebdllvnnr6vckehvgvu0652i92?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip"><span class="button__text" style=""> Get the playbook! </span></a></div><div class="custom_html"><img src="https://www.vpdae.com/open/00826832.gif?opens=1" width="1" height="1"></div></div><div id="anthropic-eyes-custom-silicon-with-" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;">AI INSIGHTS</span></p><h2 class="heading" style="text-align:left;"><b>🏭 </b><a class="link" href="https://finance.yahoo.com/technology/ai/articles/anthropic-explores-samsung-2nm-chip-144844786.html?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>Anthropic Eyes Custom Silicon with Early Samsung Talks</b></a></h2><div class="image"><a class="image__link" href="https://finance.yahoo.com/technology/ai/articles/anthropic-explores-samsung-2nm-chip-144844786.html?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" rel="noopener" target="_blank"><img alt="anthropic-eyes-custom-silicon-with-early-samsung-talks" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/a25d1aee-bc8b-40ab-81c1-0729576e820f/image.png?t=1783049355"/></a></div><p class="paragraph" style="text-align:left;">Following rumors back in April that Anthropic was exploring custom chips, it’s now in active discussions with Samsung to explore manufacturing its own AI chip.</p><ul><li><p class="paragraph" style="text-align:left;">Anthropic hasn&#39;t decided what the chip&#39;s specific workload will be, how it will integrate into their server architecture, or what its performance specs will be.</p></li><li><p class="paragraph" style="text-align:left;">They officially stated that a diversified hardware stack will remain the foundation of their compute strategy. They declined to comment directly on the Samsung talks.</p></li></ul><p class="paragraph" style="text-align:left;">Just last week, Anthropic’s rival revealed their own custom-built inference processor called &quot;Jalapeño,&quot; developed with Broadcom, which targets higher efficiency and better performance-per-watt than competitor chips.</p><p class="paragraph" style="text-align:left;">With Amazon and Google already offering custom TPUs natively in their clouds, Anthropic is clearly moving to secure its own hardware economics.</p><p class="paragraph" style="text-align:left;">Samsung is a highly logical manufacturing partner for an effort like this. They are already deeply embedded in the AI hardware space, acting as a major production partner for Nvidia to build the chips used for training and running models. Samsung has also been linked to Google&#39;s own custom chip-making efforts.</p><div class="button" style="text-align:center;"><a target="_blank" rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://finance.yahoo.com/technology/ai/articles/anthropic-explores-samsung-2nm-chip-144844786.html?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip"><span class="button__text" style=""> Read more </span></a></div></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:left;">🎁 Today&#39;s Trivia - Vote, Learn & Win!</h4><p class="paragraph" style="text-align:left;">Get <a class="link" href="https://www.aifire.co/upgrade?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow">a 3-month membership at AI Fire Academy</a> (700+ AI Workflows, AI Tutorials, AI Case Studies) just by answering the poll.</p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h4 class="heading" style="text-align:center;"><b>PRESENTED BY </b><span style="background-color:#ff914d;"><b>HUBSPOT</b></span></h4><h3 class="heading" style="text-align:left;">Want to get the most out of ChatGPT?</h3><div class="image"><a class="image__link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-c&_bhiiv=opp_71f2153c-9814-46bf-b633-3f2324fb9b99_b942af4d&bhcl_id=3dd65558-26ba-4ead-b97d-156da467015e_{{subscriber_id}}_{{email_address_id}}" rel="noopener" target="_blank"><img class="image__image" style="border-radius:0px 0px 0px 0px;border-style:solid;border-width:0px 0px 0px 0px;box-sizing:border-box;border-color:#E5E7EB;" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/3d07933c-56f3-4e33-8801-be4127e06d2c/ChatGPT_V1.jpg?t=1744399039"/></a></div><p class="paragraph" style="text-align:left;">ChatGPT is a superpower if you know how to use it correctly.</p><p class="paragraph" style="text-align:left;">Discover how <a class="link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-c&_bhiiv=opp_71f2153c-9814-46bf-b633-3f2324fb9b99_b942af4d&bhcl_id=3dd65558-26ba-4ead-b97d-156da467015e_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">HubSpot&#39;s guide to AI</a> can elevate both your productivity and creativity to get more things done.</p><p class="paragraph" style="text-align:left;">Learn to automate tasks, enhance decision-making, and foster innovation with the power of AI.</p><p class="paragraph" style="text-align:left;"><a class="link" href="https://offers.hubspot.com/using-chatgpt-at-work?utm_medium=email-media-newsletter&utm_source={{publication_alphanumeric_id}}&utm_campaign=creator&utm_content=beehiiv&utm_term=version-c&_bhiiv=opp_71f2153c-9814-46bf-b633-3f2324fb9b99_b942af4d&bhcl_id=3dd65558-26ba-4ead-b97d-156da467015e_{{subscriber_id}}_{{email_address_id}}" target="_blank" rel="noopener noreferrer nofollow">Download the free guide</a></p></div><div id="ai-sources-from-ai-fire" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">AI SOURCES FROM AI FIRE</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><b>1.</b> <b>FREE: </b><a class="link" href="https://www.aifire.co/p/google-notebooklm-2-0-gets-an-agentic-ai-research-tools?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>NotebookLM’s Agentic AI Update Lets You Build With AI Like a Pro</b></a>. NotebookLM is moving beyond PDF summaries with agentic research, source discovery, charts, downloadable files, and coding-style workflows.</p><p class="paragraph" style="text-align:left;"><b>2.</b> <a class="link" href="https://www.aifire.co/p/claude-design-2-0-ai-design-that-makes-figma-look-slow?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>Claude Design 2.0 Just Became Unstoppable: From Zero to Polished Designs</b></a>. It now gives anyone an AI design workflow for prompts, canvas edits, exports, brand screenshots, and Claude Code handoff in one clear flow.</p><p class="paragraph" style="text-align:left;"><b>3. Video: </b><a class="link" href="https://www.youtube.com/watch?v=PqRZn_FB1-I&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>Have you truly understood how AI agents work?</b></a><b> </b>Inside, we break down the fundamentals of AI agents and show how to deploy OpenClaw & Claude Cowork to run multi-step workflows, automate tasks, and handle sensitive data securely.</p></div><div id="build-a-self-improving-ai-system-wi" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">CLAUDE CODE: SELF-IMPROVING AI SYSTEM</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;">🔁<b> </b><a class="link" href="https://www.aifire.co/p/claude-code-tutorial-build-a-system-that-learns-your-work?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>Step by Step Tutorial: How to Build a Self-Improving AI System with Claude Code</b></a></h3><p class="paragraph" style="text-align:left;">I’ve been completely obsessed with building my own self-improving system using Claude Code.</p><p class="paragraph" style="text-align:left;">After diving deep into <b>Andrej Karpathy’s work</b>, learning from the <b>Anthropic team</b>, and running my own setup, I discovered a <a class="link" href="https://www.aifire.co/p/claude-code-tutorial-build-a-system-that-learns-your-work?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>five-step framework</b></a> that actually works. </p><p class="paragraph" style="text-align:left;">This system lets anyone create a self-improving Claude Code workflow that learns and evolves over time. </p><p class="paragraph" style="text-align:left;">Today, I’m <b>breaking down all 5 steps</b>, showing exactly how to implement them, and sharing the key lessons I’ve learned from teaching hundreds of people to do the same.</p><div class="button" style="text-align:center;"><a rel="noopener nofollow noreferrer" class="button__link" style="background-color:#ff3131;" href="https://www.aifire.co/p/claude-code-tutorial-build-a-system-that-learns-your-work?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip"><span class="button__text" style=""> Our Full 5-Step Guide </span></a></div></div><div class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">TODAY IN AI</span></h2></div><div id="todays-ai-highlights" class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><p class="paragraph" style="text-align:left;"><span style="background-color:#ff914d;"><b> AI HIGHLIGHTS</b></span></p><p class="paragraph" style="text-align:left;">🤯 It has only been 1 day since Claude Fable 5 came back, but the internet is already full of INSANE builds, experiments, and unexpected creative demos. <a class="link" href="https://x.com/TawohAwa/status/2072615502451818518?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>See some</b></a>?</p><p class="paragraph" style="text-align:left;">🧩 Claude Code now supports <a class="link" href="https://x.com/ClaudeDevs/status/2072770790114914317?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>Artifacts</b></a> for Pro & Max users. Interactive pages built from your session, shared with your team at a private link. Everything is an Artifact.</p><p class="paragraph" style="text-align:left;">🚀 Google shipped an AI agent stack covering Genkit, ADK 2.0, and cloud-local ML in VS Code. Head to <a class="link" href="https://genkit.dev/docs/agents/overview/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>this stack</b></a> to dive in, or <a class="link" href="https://genkit.dev/docs/get-started/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>get started with Genkit</b></a> if you’re new.</p><p class="paragraph" style="text-align:left;">⚙️ GitHub Copilot CLI has Auto mode. It routes each task to the best model for each real-time coding task. <a class="link" href="https://github.blog/changelog/2026-07-01-copilot-cli-auto-model-selection-routes-based-on-task/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>Update your Copilot version</b></a> & choose Auto to get started.</p><p class="paragraph" style="text-align:left;">🎮 Meta&#39;s new app &#39;Pocket&#39; is a social feed of vibe-coded mini games. Type a prompt, get a playable & interactive app. It&#39;s not available for all, but for some, <a class="link" href="https://play.google.com/store/apps/details?id=com.facebook.gizmo&utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>check it here</b></a>.</p><p class="paragraph" style="text-align:left;">👀 Mark Zuckerberg <a class="link" href="https://www.businessinsider.com/zuckerberg-said-metas-ai-progress-has-been-slower-than-expected-2026-7?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>told Meta staff</b></a> that AI agents have not progressed as fast as expected. After major layoffs & AI reassignments, the payoff still hasn’t fully arrived.</p><p class="paragraph" style="text-align:left;">🏢 Everyone wants to sell AI. Microsoft wants to install it properly. Its new Frontier Company has $2.5B behind it & <a class="link" href="https://www.microsoft.com/en-us/frontier-company?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>6,000 experts</b></a> helping enterprises truly make AI work.</p><p class="paragraph" style="text-align:left;"><b>💰 Big AI Stake Deal: </b>OpenAI proposed giving <a class="link" href="https://www.theguardian.com/technology/2026/jul/02/openai-stake-us-government-ai-sam-altman?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>5% of its equity</b></a> to a U.S. sovereign wealth fund, letting the public share AI upside while easing political pressure. The plan is still early and may need Congress approval.</p></div><div id="ai-tools" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">NEW EMPOWERED AI TOOLS</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><ol start="1"><li><p class="paragraph" style="text-align:left;">🌐 <b><a class="link" href="https://www.context.dev/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow">Context.dev</a></b> is the web context API for AI products and agents. Scrape any URL, crawl sites, extract structured data into your own schema.</p></li><li><p class="paragraph" style="text-align:left;">🎥 <a class="link" href="https://www.fypro.ai/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>Fypro</b></a> converts your TikTok followers into paying customers you own. Trained on 4M+ viral TikToks. Used by 2,000+ creators.</p></li><li><p class="paragraph" style="text-align:left;">📈 <a class="link" href="https://needle.app/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>Needle</b></a> works like a proactive GTM engineer in Slack and Teams: it watches your pipeline and acts before you do.</p></li><li><p class="paragraph" style="text-align:left;">🎨 <a class="link" href="https://pixfit.ai/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>PixFit</b></a> turns 1 key visual into every ad format: brand-perfect, platform-specific, ready to ship. No workarounds. No manual fixes.</p></li><li><p class="paragraph" style="text-align:left;">🧩 <a class="link" href="https://macro.com/?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>Macro</b></a> is the all-in-one workspace that combines email, messages, docs, tasks, code, agents, calls, and CRM, with shared memory.</p></li></ol></div><div id="ai-breakthrough" class="section" style="background-color:#ff5c3c;margin:0.0px 0.0px 0.0px 0.0px;padding:0.0px 0.0px 0.0px 0.0px;"><h2 class="heading" style="text-align:center;"><span style="color:#fafafa;">AI BREAKTHROUGH</span></h2></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h3 class="heading" style="text-align:left;">🇨🇳<b> </b><a class="link" href="https://www.longcatai.org/models/longcat-2?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow"><b>China Hits a Massive Milestone with Meituan’s LongCat-2.0</b></a></h3><div class="image"><a class="image__link" href="https://www.longcatai.org/models/longcat-2?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" rel="noopener" target="_blank"><img alt="china-hits-a-massive-milestone-with-meituans-longcat-2-0" class="image__image" style="" src="https://media.beehiiv.com/cdn-cgi/image/fit=scale-down,format=auto,onerror=redirect,quality=80/uploads/asset/file/3149f42a-338c-44c2-8430-4789e26b9692/image.png?t=1783048312"/></a></div><p class="paragraph" style="text-align:left;">Meituan, China&#39;s food delivery giant, just released LongCat-2.0, a 1.6-trillion parameter MoE coding model. But the real story is the hardware built inside.</p><ul><li><p class="paragraph" style="text-align:left;">LongCat-2.0 is an open-source model featuring 33B to 56B active parameters and a massive 1-million token context window. It is already available on the site & OpenRouter, currently ranking in the top 3 globally by call volume.</p></li><li><p class="paragraph" style="text-align:left;">It was trained entirely from scratch on a cluster of 50,000 Chinese domestic chips. Meituan confirmed they used a domestic alternative to Nvidia’s NCCL to stabilize the massive training run.</p></li></ul><p class="paragraph" style="text-align:left;">This is a major turning point for China’s AI self-reliance. While other major Chinese labs like DeepSeek and Alibaba have successfully used domestic chips for inference, LongCat-2.0 used domestic hardware for both inference and the incredibly demanding pre-training phase.</p><p class="paragraph" style="text-align:left;">Since Washington implemented export controls on advanced semiconductors in 2022, Chinese tech giants have been aggressively trying to reduce their reliance on U.S. chips.</p><p class="paragraph" style="text-align:left;">Meituan removes previous doubts about the viability of domestic SuperPods, proving that large-scale model training can now be executed entirely within the domestic compute ecosystem.</p></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 5.0px 0.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;"><b>We read your emails, comments, and poll replies daily</b></h2><p class="paragraph" style="text-align:left;">Hit reply and say Hello – we&#39;d love to hear from you!<br>Like what you&#39;re reading? Forward it to friends, and they can sign up <b><a class="link" href="https://www.aifire.co/subscribe?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=anthropic-x-samsung-custom-ai-chip" target="_blank" rel="noopener noreferrer nofollow">here</a></b>.</p><p class="paragraph" style="text-align:left;">Cheers, <br>The AI Fire Team</p></div></div><div class='beehiiv__footer'><br class='beehiiv__footer__break'><hr class='beehiiv__footer__line'><a target="_blank" class="beehiiv__footer_link" style="text-align: center;" href="https://www.beehiiv.com/?utm_campaign=fef1f92d-6177-42a6-bd83-29f14e4bb972&utm_medium=post_rss&utm_source=ai_fire">Powered by beehiiv</a></div></div>
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  <title>🔥 I Turn Claude into the Ultimate PhD-level Research Team (Stanford’s STORM Method)</title>
  <description>Each report includes 5 expert lenses, 100% verified sources. Transform any topic into a peer-reviewed style report that’s smarter than you imagined. Just 4 prompts.</description>
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  <link>https://www.aifire.co/p/stanford-storm-the-4-prompt-method-that-verifies-itself</link>
  <guid isPermaLink="true">https://www.aifire.co/p/stanford-storm-the-4-prompt-method-that-verifies-itself</guid>
  <pubDate>Fri, 03 Jul 2026 08:44:26 +0000</pubDate>
  <atom:published>2026-07-03T08:44:26Z</atom:published>
    <dc:creator>Neil Phan</dc:creator>
    <category><![CDATA[Ai Tools]]></category>
    <category><![CDATA[Prompt Engineering]]></category>
    <category><![CDATA[🔥 Ai Fire Academy]]></category>
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    <div class='beehiiv'><style>
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</style><div class='beehiiv__body'><div class="blockquote"><blockquote class="blockquote__quote"><p class="paragraph" style="text-align:left;"><b>TL;DR</b></p><p class="paragraph" style="text-align:left;">Stanford STORM runs one topic through 5 expert lenses before synthesizing a final report. Instead of trusting one Claude output, you get a verified briefing where every source is marked confirmed, corrected, or demoted.</p><p class="paragraph" style="text-align:left;">The Stanford STORM method works in 4 steps: research through 5 lenses, map conflicts, synthesize, then fact-check. Each step is a separate prompt in Claude chat. No installs needed.</p><p class="paragraph" style="text-align:left;"><b>Key points</b></p><ul><li><p class="paragraph" style="text-align:left;">Stanford&#39;s evaluation found STORM articles were 25% better organized than standard outline-based research</p></li><li><p class="paragraph" style="text-align:left;">Don&#39;t skip verify: in the Stanford STORM demo, 5 out of 12 claims came back corrected or demoted</p></li><li><p class="paragraph" style="text-align:left;">Narrow your topic before running the Stanford STORM workflow or the 5 lenses won&#39;t know what to focus on</p></li></ul><figcaption class="blockquote__byline"></figcaption></blockquote></div><div class="section" style="background-color:transparent;border-color:#ff3131;border-radius:10px;border-style:solid;border-width:2px;margin:5.0px 0.0px 0.0px 5.0px;padding:10.0px 10.0px 10.0px 10.0px;"><h2 class="heading" style="text-align:left;">Table of Contents</h2><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#introduction" rel="noopener noreferrer nofollow">Introduction</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#i-understanding-stanford-storm-meth" rel="noopener noreferrer nofollow">I. Understanding Stanford STORM Method</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#ii-5-expert-lenses-what-they-actual" rel="noopener noreferrer nofollow">II. 5 Expert Lenses: What They Actually Are</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iii-4-step-workflow-to-run-storm-in" rel="noopener noreferrer nofollow">III. 4-Step Workflow to Run STORM in Claude Chat</a></p><ul><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-1-research-through-5-lenses" rel="noopener noreferrer nofollow">Step 1: Research Through 5 Lenses</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-2-map-the-contradictions" rel="noopener noreferrer nofollow">Step 2: Map the Contradictions</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-3-synthesize-into-one-report" rel="noopener noreferrer nofollow">Step 3: Synthesize Into One Report</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#step-4-verify-and-score-the-sources" rel="noopener noreferrer nofollow">Step 4: Verify and Score the Sources</a></p></li></ul></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#iv-reading-and-improving-the-final-" rel="noopener noreferrer nofollow">IV. Reading and Improving the Final Report</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#bonus-customizing-5-lenses-for-your" rel="noopener noreferrer nofollow">Bonus: Customizing 5 Lenses for Your Audience</a></p></li><li><p class="paragraph" style="text-align:left;"><a class="link" href="#conclusion" rel="noopener noreferrer nofollow">Conclusion</a></p></li></ul></div><h2 class="heading" style="text-align:left;" id="introduction"><b>Introduction</b></h2><p class="paragraph" style="text-align:left;">You&#39;ve probably gotten a research report from <a class="link" href="https://www.aifire.co/p/claude-tips-5-prompt-tricks-most-people-never-try-once?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=i-turn-claude-into-the-ultimate-phd-level-research-team-stanford-s-storm-method" target="_blank" rel="noopener noreferrer nofollow">Claude</a> that looked decent, but walked away still unsure whether to trust it. The process never actually challenged the answer before handing it to you.</p><p class="paragraph" style="text-align:left;"><b>→ Stanford built STORM to fix that.</b></p><p class="paragraph" style="text-align:left;">It runs the same topic through multiple expert lenses across hundreds of websites, lets them conflict with each other, and only then pulls everything into a final report.</p><p class="paragraph" style="text-align:left;">Over 70,000 people have tried the live research preview at <a class="link" href="https://storm.genie.stanford.edu?utm_source=www.aifire.co&utm_medium=newsletter&utm_campaign=i-turn-claude-into-the-ultimate-phd-level-research-team-stanford-s-storm-method" target="_blank" rel="noopener noreferrer nofollow">storm.genie.stanford.edu</a>. On GitHub, it has over 14,000 stars and 1,300 forks, and it&#39;s from Stanford, presented at a top NLP conference.</p><p class="paragraph" style="text-align:left;">In this article, I&#39;ll show you how to <b>run that workflow in Claude</b> with just 4 copy-paste prompts.</p><div class="paywall"><hr class="paywall__break"/><div class="paywall__content"><h2 class="paywall__header"> You’ve reached the locked part! 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