“Generative AI with Python: The Developer’s Guide to Pretrained LLMs, Vector Databases, Retrieval Augmented Generation, and Agentic Systems” Available at http://
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INNOVATION
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Generative AI with Python: Developer’s Guide to LLMs, Vector DBs, RAG, Agents
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Differentiating from Apple and Google by going all in with AI OS
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I can now see how to differentiate from Apple and Google. Go all in with AI. The “everything app” is actually running AI OS on a phone. I have a prototype that an entrepreneur built. Very cool.
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LLaVA-OneVision-2 tokenizes video like codec, focusing on key moments
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What if your AI could “see” video like a streaming codec—spending tokens only on the most important moments? Introducing LLaVA-OneVision-2 from Glint Lab, AIM for Health Lab, and MVP Lab. Their secret? Codec-stream tokenization: video is treated as a continuous bit-cost
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LLM Wiki: future AI memory replaces retrieval with compilation
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RAG is already becoming the “old way” The future of AI memory is not retrieval.
It’s compilation. Here’s the shift in one sentence: From searching information To structuring knowledge The new model? LLM Wiki Instead of: Chunking documents Running similarity -
Apple unveils Siri with AI and privacy at WWDC 2026
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Apple unveils a new Siri powered by AI and privacy features at WWDC 2026 https://
youtu.be/RyOPZMSnniY?si
=7hsc7fL1MfcGe9C_
… via @YouTube #AI #apple #wwdc #artificialintelligence #siri @AlbertoEMachado @Eli_Krumova @postoff25 @Khulood_Almani @anand_narang -
Vibe-coded Chrome extension hides ChatGPT as Google Doc
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WOW
— Charly Wargnier (@DataChaz) 14 juin 2026
Someone literally vibe-coded a Chrome extension that disguises Claude, and ChatGPT as a Google Doc so you can use AI in public without getting weird looks.
It’s called GPTDisguise.
Instead of opening a chat interface at the office or in class, it wraps the model in a fake… pic.twitter.com/no7FfkX38OWOW Someone literally vibe-coded a Chrome extension that disguises Claude, and ChatGPT as a Google Doc so you can use AI in public without getting weird looks. It’s called GPTDisguise. Instead of opening a chat interface at the office or in class, it wraps the model in a fake
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Uncertainty in Rebuilding Companies with AI Agents
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We don’t honestly know the best approaches to rebuilding companies around AI agents, especially in ways that expand competitive advantage & augment existing human capabilities. Practical agents are merely months old. Experimentation (and productive failures) will be required.
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Owning software for X often means owning an AI for X
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If your company owns "software for X", there is a strong chance it also owns "AI for X", because it has the business expertise and human capital necessary to turn AI into domain-specific value.
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French political class’s lag on AI revealed by tweets
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To show you how far behind the French political class is on AI, I collected all tweets about AI from over 600 French politicians. Here is the curve over 5 years. They discovered the topic from 2023. And we have reached an all-time high since then.
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Claude Shannon helped kickstart machine learning
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Claude Shannon Helped Kick-start Machine Learning — “Shannon didn’t bother predicting the future—he just went ahead and invented it”: https://
spectrum.ieee.org/claude-shannon
-information-theory
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See this award-winning book: https://
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