Quantifying the Stability of Multi-Step Reasoning via Error Amplification.

arXiv:2610.06404v1 Announce Type: cross Abstract: We consider the stability of multi-step reasoning processes, which have extensive applications in language models, including chain-of-thought and algorithmic reasoning. While longer sequences of reasoning can i