Can we unlock unprecedented visual intelligence in AI by teaching it to code what it sees? Researchers from UniPat AI and Michigan State University introduce SWE-Vision. This innovative agent allows vision-language models to write and execute Python code, using libraries like
CODE
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Knuth’s Hamiltonian Decomposition Problem Solved Using AI
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Legendary Don Knuth has now used AI to fully solve his Hamiltonian decomposition problem for odd and even cases. Opus 4.6 / 5.4 Pro solved the even case, wrote a proof in Lean and a “apparently flawless 14 page paper” Knuth: “We are living in very interesting times indeed.”
→ View original post on X — @debashis_dutta, 2026-03-29 15:00 UTC
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Hooks: Deterministic Control Over Tool Usage
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hook are are another great way to control tool usage. They give you deterministic control over every tool call. I have covered them in the article.
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Build A Reasoning Model book chapters now available in early access
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It’s done. All chapters of Build A Reasoning Model (From Scratch) are now available in early access. The book is currently in production and should be out in the next months, including full-color print and syntax highlighting. There’s also a preorder up on Amazon.
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OpenClaw Browser Documentation Updated with Troubleshooting Guides
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I updated the docs, see browser our troubleshooting pages. https://
docs.openclaw.ai/tools/browser https://
docs.openclaw.ai/cli/browser https://
docs.openclaw.ai/help/troublesh
ooting
… https://
docs.openclaw.ai/gateway/troubl
eshooting
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Browser Auto-Enabled Plugin Configuration Migration Guide
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browser is auto-enabled, but I didn't add code to migrate existing custon configs, so if you already have a custom plugin list you need to edit it.
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VibeVoice GitHub Repository – Don’t Forget to Star
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VibeVoice GitHub: github.com/microsoft/VibeVoi… (don't forget to star 🌟)
→ View original post on X — @akshay_pachaar, 2026-03-29 13:11 UTC
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Codex efficiency improvements reduce need for context workarounds
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codex is so much better at being efficient with context window that this is rarely needed anymore. This was an old claude workaround.
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RL Post-training Efficiency: 4x Fewer Rollouts for Coding
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4x fewer rollout turns for competitive accuracy is a big deal for making RL post-training practical. Curious to see if this generalizes beyond coding tasks.
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Open Source Project Seeks Community Contributions and Support
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folks it’s open source, help out?