AINeutralarXiv – CS AI · 10h ago6/10
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When Does Intrinsic Self-Correction Help? A Task-Sensitive Analysis
Researchers find that intrinsic self-correction in large language models works inconsistently across tasks, succeeding only when task structure supports specific revision mechanisms like constraint verification or complex reasoning review. The study challenges the assumption that self-correction is universally reliable and instead positions it as a task-dependent inference strategy.