What is agent loop? WTH is AI Loop Engineering | Loops Explained visually https://
youtu.be/aDoptrOoJfE?si
=nzfqwBvkShpG5sDi
… via @YouTube #AIagent #AgenticAI #AI #GenAI #promptengineering #GenerativeAI #loopengineering @lexfridman @KirkDBorne @Ronald_vanLoon @erikbryn @antgrasso @sallyeaves
AI
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Agent Loop and AI Loop Engineering Explained Visually
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Claude Fable 5: proactive, launches Python CORS servers and pyobjc-Quartz for capture
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After two days with Claude Fable 5, the best way I can describe it is 'relentlessly proactive' – here is an example where I inserted a screenshot of a bug and it started custom Python CORS servers and used pyobjc-framework-Quartz to capture
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NVIDIA and AWS bet on disaggregated inference for AI infrastructure
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NVIDIA paid $20B for Groq.
— Cerebras (@cerebras) 11 juin 2026
AWS partnered with Cerebras for the same purpose.
A quick breakdown of why disaggregated inference is the next thing in AI infrastructure. pic.twitter.com/kP8mDpPl9cNVIDIA paid $20 billion for Groq.
AWS partnered with Cerebras for the same purpose.
A brief overview of why disaggregated inference is the next step in AI infrastructure. -

Google Unveils Gemini Omni Flash API
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GOOGLE: Gemini Omni Flash will soon be available via APIs for image-to-video, text-to-video, and video editing!
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Agentic AI orchestrates EC workflows between design tools
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EC workflows are increasingly defined by the connections between tools, not the tools themselves.
— NVIDIA (@nvidia) 11 juin 2026
Agentic AI has the potential to streamline everything from early design exploration to visualization by orchestrating work across applications, reducing friction and accelerating… https://t.co/Bf0KHsEBToEC workflows are increasingly defined by the connections between tools, rather than the tools themselves. Agentic AI has the potential to streamline everything from early design exploration to visualization, by orchestrating work across the
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AI justification warning: post hoc reasoning not reliable
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Here is the justification (but treat post hoc justifications with suspicion, since AIs are not able to reflect on their own thinking)
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Frontier AI models fail to change ‘three words’ to ‘four’ when appropriate
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This is an interesting test, and the frontier models (GPT-5.5 Pro Extended, Claude 5 Fable Max) do fail. They refuse to turn the "three words" into "four" if that fits better Prompting the AI to act like a translator surfaces the problem, but it still avoids changing the wording
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Anticipation for Gemini 3.5 Pro in fierce competition
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Really curious for Gemini 3.5 Pro. The competition is currently fierce. It needs to be a big release.
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Loop engineering automates agent prompting loops for efficient task completion
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Loop engineering is everywhere right now.
— Louis-François Bouchard 🎥🤖 (@Whats_AI) 11 juin 2026
Instead of you prompting the agent, checking what broke, and telling it to go again, you build a small system that runs that loop for you. It keeps the agent going until the work is actually done.
I explain it all in this video 👇 pic.twitter.com/EUuULCDoCOLoop engineering is everywhere right now. Instead of you prompting the agent, checking what broke, and telling it to go again, you build a small system that runs that loop for you. It keeps the agent going until the work is actually done. I explain it all in this video
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Show, Don’t Tell: Provide References for Better Results
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3. Show, Don't Tell
— Replit ⠕ (@Replit) 11 juin 2026
Give Agent something to reference: screenshots, website links, or files. Want it to match a design? Drop in the mockup. The more it has to look at, the closer it gets to what you actually want. pic.twitter.com/g9CosRTvhO3. Show, Don't Tell Give Agent something to reference: screenshots, website links, or files. Want it to match a design? Drop in the mockup. The more it has to look at, the closer it gets to what you actually want.