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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