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NAQD2 min read

NAQD Env: A benchmark for selective withdrawal in language agents

Language agents must revise planned actions when evidence changes, permission is revoked, or a stop instruction arrives. A useful response is selective: suspend affected actions, preserve unaffected work, and resume only after sufficient repair.

By Mohamed AbouzahraarXiv - cs.AI

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Originally published by arXiv - cs.AI on Oct 1, 2026.

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