harm-aware

A framework called GuardedRepair is proposed for post-hoc replacement of LLM mathematical reasoning, using selective replacement with safety guards to fix errors while minimizing harm to correct traces. On GSM8K it improves accuracy from 95.60% to 96.89% without breaking correct answers.