Recognition-Refusal Misalignment in LLMs: Why Models Answer Structurally Unanswerable Questions
The confident-on-impossible failure is better explained as a routing failure than as an encoding failure: the model has a usable"no admissible answer"signal, but the safety-refusal pathway is not aligned to use it.
Yudeng Du, Xi-Yang Hu
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