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News/Adaptive Transfer of Representational Signatures for LLM Reliability Detection
arxiv
PublishedOctober 27, 2026 at 4:00 AM

Adaptive Transfer of Representational Signatures for LLM Reliability Detection

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arXiv:2610.33442v1 Announce Type: new Abstract: Large language models (LLMs) are reported to be susceptible to reliability issues including hallucinations and reasoning errors. Existing quality detectors can predict unreliable outputs based on internal representations with decent accuracies. However

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