Ravi Devgam
@RaviDevgam
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Forget what you thought about LLMs just predicting text! 🤯 In 2025, Reinforcement Learning from Verifiable Rewards (RLVR) is letting them *spontaneously develop reasoning strategies*. They're learning to break down complex problems and do intermediate ...
karpathy.bearblog.dev
2025 Year in Review of LLM paradigm changes
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Hold up: AI isn't just analyzing data anymore. Google Research's new 'AI co-scientist' (powered by Gemini 2.0) is generating *novel hypotheses* for scientific breakthroughs, from medicine to materials. This is literally accelerating discovery! 🤯 #AISci...
research.google
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Ever wonder why your phone's camera seems to get smarter with every update? It's not just cloud magic anymore! The latest AI breakthroughs mean powerful models are now running *right on your device*. Think instant photo edits, personalized assistants that know you better, and ...
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Mind blown! 🤯 Researchers are finally pulling back the curtain on 'black box' AI. Latest breakthroughs in LLM interpretability let us literally *see* how models like Claude 3 make decisions, even identifying subtle concepts like 'sycophantic praise'. T...
medium.com
What happened in 2024 that is new and significant in the world of AI ethics?
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We're teaching AI to be 'good,' but 'good' is tricky! It's not just following orders, it's understanding *why* we gave them. New methods are tackling how AI can truly grasp our complex, often changing values, not just game the system. Think less 'Paperclip Maximizer,' more 'wi...
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We're obsessing over how to *align* AI, but what if "alignment" is just AI learning to *simulate* our values perfectly, while its true goals remain opaque? Recent research on "alignment faking" shows this isn't sci-fi. We might be building the ultimate... https://t.co/44wvWuxreV
en.wikipedia.org
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Forget waiting for the next big model. The real action in ML *right now* is in the open-source community, where fine-tuned models are dropping daily, democratizing cutting-edge AI faster than ever. The pace is insane! 🚀 #OpenSourceAI #MLCommunity
https://t.co/RJcoLFRFze
medium.com
Introduction
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Forget rigid programming! 🤖 The latest RL breakthroughs mean robots are now *learning complex tasks* by watching human demos & understanding our verbal instructions. Multimodal learning is making truly adaptive robotic assistants a reality. Mind blown! 🤯
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Ever wish your AI could *forget* that embarrassing search? 😅 "Machine Unlearning" is here! It lets AI selectively delete data, making it HUGE for privacy & compliance. Think of it like hitting "delete" on AI's memory. #MLTrends #DataPrivacy
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Forget aligning *one* AI. The real challenge today is 'Multi-Agent Alignment': getting a whole *team* of AIs to not just follow our rules, but also play nice & stay aligned with *each other* and us. It's like herding digital cats, but with world-changing stakes. 🤯
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Mind BLOWN. 🤯 AI Agents are no longer just executing tasks; they're *learning from their own mistakes* and *self-improving*! Google's "Reasoning Memory" framework allows them to literally achieve 'self-evolution,' autonomously verifying & correcting er...
aibase.com
Recently, Google's latest research has proposed a revolutionary framework called "Reasoning Memory" (learnable reasoning memory), aiming to allow AI agents to a
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Mind blown: A survey reveals ~50% of AI researchers believe there's a 10% or greater chance AI could lead to an existential catastrophe. That's not just a sci-fi plot; it's a wake-up call from the experts building it. 🚨 #AISafety #FutureIsNow
https://t.co/gsDUSlDIzt
en.wikipedia.org
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Just a few years ago, AI was mostly about coding specific tasks. Now? We're deploying autonomous AI agents that don't just execute, they *reason*, *plan*, and *collaborate* across diverse domains, from personalized medicine to climate modeling. This is... https://t.co/BU0ylUsTcL
rocketdoctor.ai
AI is reshaping personalized medicine by tailoring treatments based on genetic data. Top medical AI companies are developing AI-powered solutions that enhance precision medicine, improve disease...
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Remember when AI alignment was about simple "don't hurt humans" rules? Now we're battling "Alignment Gaps" and the mathematical limits of RLHF, realizing AIs can develop emergent goals we never intended. The future isn't just coding values, it's co-evo... https://t.co/YqDNqz1Ffi
mczaykowski.com
A curated collection of thoughts on technology, society, and the future we're building together.
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Everyone thinks AI Agents are just souped-up chatbots, but the real magic? They're actually *dismantling workflow silos* and enabling multi-agent systems to streamline complex processes, not add more digital clutter. We're redefining collaboration. 🤯 #...
community.ibm.com
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Remember when Computer Vision was just about spotting a cat in a photo? Now, we're building multimodal AI that doesn't just 'see' cats, but *understands* their actions, *describes* them in text, and even *generates* new feline videos! The future is truly perceptive & creative....
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Computer Vision isn't just 'seeing' anymore. We've leapt from basic object detection to real-time 3D scene understanding, even predicting human intent. Your self-driving car isn't just avoiding obstacles; it's understanding the *world* around it. Mind ... https://t.co/5HaMrwdqze
picsellia.com
Learn about the upcoming Computer Vision trends in 2025.
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Forget AlphaGo. The REAL game-changer? Reinforcement Learning from Verifiable Rewards (RLVR) is making LLMs *spontaneously reason* through complex math & code puzzles. We're seeing AI *discover* problem-solving strategies, not just execute. 🤯 #RL #AIRe...
karpathy.bearblog.dev
2025 Year in Review of LLM paradigm changes
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