How Language Models Fail: Token-Level Signatures of Committed and Persistent Reasoning Failures

Tanvi Thoria, Kiana Jafari, Marc R. Schlichting +1

Failures in language model reasoning emerge through distinct processes that leave identifiable signatures in the reasoning trace. We characterize these failures using token-level u…