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cs.CR2026
A False Average: Pooled CoT-Monitor Accuracy Conceals a Reasoning-Dependent Fragility
Shikhar Shiromani, Leo Richter, Noah Siegel
Chain-of-thought (CoT) monitors are reported by their aggregate accuracy on a pool of reward hacks. We show that this number is a false average. On Terminal Wrench, about 77% of ha…
cs.CR2026
Plausible Deniability Guarantees for Whistleblowers
Leo Richter, Matt J. Kusner
Whistleblowers are a key safeguard against organizational wrongdoing, but the threat of retaliation deters reporting. Existing whistleblower-protection proposals lack formal privac…