● ResearchNov 5, 2026 · 12:001 source
Who May Overrule the Agent? Evidence-Gated Authority in LLM Review Institutions
From arxiv.org
AI;DR
A study compares broad override authority with an evidence gate that permits replacement only after a reviewer produces a mechanically valid record of a binding-constraint violation and a compliant repair, finding that the gate sharply reduces corruption of correct proposals while retaining most repairs of violations.
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