Adaptive segmentation and early stopping improve efficiency, but stage boundaries can suppress recoveries, alternatives, missing evidence and downstream effects.
NEO RESPONSE
Formalize claim-relative evaluation granularity and test identical trajectories under changing segmentation and stopping policies.
Agents can reach useful states, skip required work and still produce misleading completion accounts. Final reports do not establish path quality or coverage.