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arXiv — cs.AI

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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…

arXiv — cs.AIBy: Jianzhe Lin, Xiaolin Li, Fei Wang, Robert Douglas, Rajeshkumar Golani, Jubin ChhedaSeptember 23, 2026 (Sep 23)
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  • 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…
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Clarification Is Not Correction: LLMs Fail to Let Go

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