Cliff Tokens: Analyzing Failure Trigger Tokens in LLM Mathematical Reasoning.

arXiv:2606.25524v3 Announce Type: replace Abstract: Large language models reach high accuracy in mathematical reasoning, but individual traces on the same problem diverge; some arrive at the correct answer while others fail. Prior work localizes such failures