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LLMS
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NVIDIA Dynamo Optimizes Inference Stack for Agentic Coding
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Traditional inference wasn’t built for agentic coding. Agentic tools make hundreds of API calls per coding session, often with recomputed context, creating bottlenecks that drive up cost per token. NVIDIA Dynamo rebuilds the stack for agents with: → KV-aware routing →
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DeepSeek V4 Pro: Undertrained with less intelligence density than V3.2
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DeepSeek V4 Pro, for how massive it is (1.6T Parameters), is quite undertrained (32T Tokens) Yes, undertrained It has less intelligence density than that of V3.2 which is like 1/3rd of its size
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HF Platform Becomes Hub for AI Agent Collaboration
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We built HF for AI builders collaboration, fun to see it's increasingly becoming the place for agent collaboration! This morning I'm sending my ml-intern to participate in the @OpenAI Parameter Golf challenge which goal is to train the best language model that fits in a 16MB
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GPT 5.5 exhibits earnest little engine that could energy
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5.5 is so earnest "little engine that could" energy
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ChatGPT’s Evolution: How Codex Surpassed Its Predecessor
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ChatGPT walked so that Codex could run.
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Academic Society Prohibits AI Reviews Despite Evidence for Mandatory Use
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The most prominent academic society in my field (the Academy of Management) prohibits AI use in reviews, when the evidence suggests it should be mandatory to run AI reviews (with human discretion, of course). https://
elliottash.com/wp-content/upl
oads/2026/04/Kohler-Zollikofer-Einsiedler-Hoyle-Ash-Read-Paper-Write-Code-Agentic-Reproduction-Social-Science-Results.pdf
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AI Agents Reconstructing Academic Papers Independently
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I think that academia has not absorbed the fact that AI agents are now good enough to independently reconstruct complex papers without access to code or the papers themselves; just the methods & data. They aren’t perfect but the errors are often in the human paper, not the AI.
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GPT-5.5 Raises the Ceiling of AI Ambition
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GPT-5.5 raises the ceiling of ambition for what you can do with AI:
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Optimizing AI agent control without interrupting reasoning
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Evidemment . Aprés là j'essaye de trouver un moyen de lui dire "bouge toi" mais sans couper la reflexion 😂 pic.twitter.com/aEXAuSt5rl
— Defend Intelligence (Anis Ayari) (@DFintelligence) 25 avril 2026Evidemment . Aprés là j'essaye de trouver un moyen de lui dire "bouge toi" mais sans couper la reflexion