Residual Drift Dominates Contradiction in Multi-Turn Constraint Reasoning 事件

Residual Drift Dominates Contradiction in Multi-Turn Constraint Reasoning arXiv:2605.23940v1 Announce Type: cross Abstract: How do multi-turn reasoning systems fail? The expected answer is logical contradiction, in which the system's maintained state becomes unsatisfiable. We show that the dominant mode is instead satisfiable drift, where the internal state stays consistent while the returned answer silently violates prior commitments. We build DRIFT-Bench (Decomposing Reasoning Into Failure Ty