DeepRewind: Predicting and Repairing Premature Commitments in Deep Research Agents

What this work does

DeepRewind adds commitment control to a deep-research agent. It tracks evidence dependencies, predicts the consequences of accepting conclusions, blocks risky commitments, and repairs affected reasoning when contradictory evidence arrives.