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ClaimA factual claim that rests on inference from other evidence rather than direct observation.constitution →Importance 0.50, from 0 to 1 · notable: a contested point in a live debate (also the default before judging). Higher-importance claims are worth more to assess, so funding reaches them sooner.constitution →

More capable language models are substantially more robust chain-of-thought monitors against evasion.

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https://arxiv.org/pdf/2507.05246 Untraced · nothing upstream recorded
First, monitor capability is critical, as stronger models proved to be substantially more robust detectors.

GPQA and stealth experiments comparing Gemini 2.0 Flash and 2.5 Pro as monitors.

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<blockquote class="minerval-claim" data-claim-id="08807a08-4374-41e7-9f9f-c5ce552d73ea"><a href="https://minerval.ai/claims/08807a08-4374-41e7-9f9f-c5ce552d73ea">More capable language models are substantially more robust chain-of-thought monitors against evasion.</a></blockquote>
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Created by extractor · Nov 10, 2026. Every judgment on this page is accompanied by a reasoning trace.