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REVISE: Validity-Guided Recovery for Online Revisions in Agent Workflows

arXiv · AI, language, vision and robotics · article · Sep 1, 2026 · UTC

Agent revisions expose a fundamental correctness--efficiency trade-off during concurrent execution. Discarding ongoing work preserves latest-version correctness but wastes progress that may remain valid, whereas reusing prior work preserves efficiency but risks propagating stale state into outputs and tool effects. Existing recovery strategies resolve this trade-off in an imbalanced way with coarse-grained policies: they either favor efficiency by allowing potentially stale work to continue, or favor correctness by restarting the workflow or recomputing a linear suffix from the earliest confli

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Evidence & attribution

First collected: 2026-09-21T06:21:59.299Z. This is not the publication date.