The Top AI Papers of the Week (March 9 – March 15) – KARL
– OpenDev
– SkillNet
– Memex(RL)
– AutoHarness
– FlashAttention-4
– The Spike, the Sparse, and the Sink Read on for more:
GENERATIVE AI
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Top AI Papers Weekly: KARL, OpenDev, SkillNet, FlashAttention-4
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New LLM Architecture Gallery Collecting All Figures in One Place
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I (finally) put together a new LLM Architecture Gallery that collects the architecture figures all in one place! https://
sebastianraschka.com/llm-architectu
re-gallery/
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Spotting When Claude Code Makes Poor Programming Choices
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What are the big tells you see when Claude Code is coping, or just making bad choices? One that stand out to me is when it calls something a "belt-and-suspenders" approach. This basically means it's got two overlapping mechanisms for the same thing, which is never what I want. Another is when it refers to an approach as "defensive". I find this is always the opposite of actual defensive programming. Defensive programming is about ensuring you're in exactly the state you think you are. Claude Code is always trying to continue through errors.
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Staying Updated with Anthropic AI Latest Releases
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To stay ahead of the curve, I always keep a close eye on @AnthropicAI
's release notes. You can find the latest updates here: -
Constitutional Council Needs Young Tech-Savvy Members for AI Era
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Il est inadmissible qu’il n’y ait que des vieillards au Conseil Constitutionnel Il faudrait quelques jeunes Des gens qui comprennent l’IA, la biologie, la robotique, les neurosciences. Qui ont déjà touché ChatGPT, Claude, Grok et Gemini. Ces gens vivent dans le passé !
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Sam Altman Defends AI Energy Consumption with Surprising Comparison
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𝗜𝗺𝗽𝗿𝗲𝘀𝘀𝗶𝘃𝗲 𝗰𝗼𝗺𝗽𝗮𝗿𝗶𝘀𝗼𝗻. Sam Altman recently responded to criticism about 𝗔𝗜 𝗲𝗻𝗲𝗿𝗴𝘆 𝘂𝘀𝗲 with an argument that made many people pause. People often talk about how much electricity it takes to 𝗰𝗿𝗲𝗮𝘁𝗲 𝗮𝗻𝗱 𝘁𝗿𝗮𝗶𝗻 𝗮𝗻 𝗔𝗜 𝗺𝗼𝗱𝗲𝗹.
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Anthropic’s 2026 Releases: Claude Models and Developer Tools
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What Anthropic has shipped so far in 2026 is just insane: → Claude Cowork
→ Free plan upgrades with connectors + skills
→ Claude Opus 4.6
→ Claude Haiku 4.5
→ Claude Sonnet 4.6
→ Claude Code Security
→ Claude Code Review
→ Voice mode in Claude Code
→ Claude Code desktop -
Closing the Loop: Creating Value from Noisy AI Outputs
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imho it shows the value of "closing the loop" you can use random noise/slop – if you got gates that can understand value – you can ship something useful
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Claude Usage Bonus Now Available Across All Plans
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This bonus usage applies everywhere you work with Claude—including Claude Code—on the free, Pro, Max, and Team plans. https://
support.claude.com/en/articles/14
063676-claude-march-2026-usage-promotion
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