ClaimnormativeA claim about what should be done or how things ought to be, settled by argument rather than evidence alone.constitution →importance · minorImportance 0.40, from 0 to 1 · minor: narrow or largely settled, cheap to get right. Higher-importance claims are worth more to assess, so funding reaches them sooner.constitution →

TopicsAI Control AI Safety

Scalable oversight designs should ensure overseers benefit more from increased capability than the systems they oversee.

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https://arxiv.org/pdf/2504.18530 Untraced · nothing upstream recorded

(3) iterate on the oversight design until Guards benefit more from increased capability than Houdinis (i.e., mG > mH ).

https://arxiv.org/pdf/2504.18530extraction 0.65

Recommendations in the conclusion for designing scalable oversight procedures.

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Created by extractor · Nov 2, 2026. Every judgment on this page is accompanied by a reasoning trace.