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Wei-Heng Wu

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#artificial intelligence Preprint Oct 2026

"Shall We Approve?"Consequence-Aware Approval for Autonomous Coding Agents

This work presents Caper, a consequence-aware approval mechanism that pre-executes each command in a snapshotted sandbox, provides an independent approver with a bounded report of its observed effects, commits allowed commands, and rolls back blocked ones with a reason the agent can act on.

Wei-Heng Wu, Junkai Chen, Zhensu Sun et al. · 0 citations

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