Skills are easily my favorite Claude feature this year
AI
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Xenophanes and e/acc: Philosophy of Continuous Discovery
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I think the Greek philosopher Xenophanes would have been e/acc today: "The gods did not reveal to men all things in the beginning, but men through their own search find in the course of time that which is better."
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Monthly AI Model Releases Demand Frequent Evaluation Cycles
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Monthly model releases means we're going to need monthly evals haha
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Junior vs Senior: Different Perspectives on AI Technology Adoption
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The discrepency is always junior reaction "wow it's perfect", while more senior is "why is it doing it like this", and hopefully its a senior's reaction with openness rather than just thinking its useless.
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Discussion on Claude Code API implementation and compatibility
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Le projet est open source e si certain se chauffe… . Après vu que je passe par l’api codex server app pas sûr que Claude code est la même.
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AutoReason: Advancing AI Reasoning Research and Model Discovery
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Paper: https://
github.com/NousResearch/a
utoreason/blob/main/paper/autoreason.pdf
… Check out http://
AlphaSignal.ai to get a daily summary of top models, repos, and papers in AI. Read by 280,000+ devs. -
Self-refinement loops in AI: Problems and solutions
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Karpathy-inspired paper proves self-refinement destroys your AI's own output. Most AI self-refinement loops make outputs worse. Models hallucinate flaws to satisfy critique prompts. They expand scope every pass. They never stop editing. Autoreason is a new paper that fixes
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AI Removes Programming Language Barriers in Industrial Systems
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IT and OT professionals sometimes don't understand specific programming languages. Gil Silva describes how AI's ability to process plain English removes these technical barriers in industrial systems. #coreflux_ai pic.twitter.com/6KxCpC0dK5
— Lucian Fogoros (@fogoros) 26 avril 2026IT and OT professionals sometimes don't understand specific programming languages. Gil Silva describes how AI's ability to process plain English removes these technical barriers in industrial systems. #coreflux_ai
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Embedding Leaderboard Performance Fails on Real Data
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Embedding leaderboard wins evaporate the second you swap to your actual corpus haha
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AI Model Evaluation Benchmarks Limited Testing Scope Critique
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Same energy as "we only tested on MMLU" a year ago haha