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Clarification Is Not Correction: LLMs Fail to Let Go

arXiv:2609.25337v1 Announce Type: new Abstract: Dialogue failures in language models are usually framed as memory failures: context too long, summaries lossy, a constraint forgotten. We argue this misses a deeper problem: in many conversations the model does not forget, it commits too early. An amb…

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  1. 2026-09-23 04:00 · arXiv cs.AI
    Clarification Is Not Correction: LLMs Fail to Let Go

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