Minerval
View as map

view history →

← claims

ClaimA factual claim that rests on inference from other evidence rather than direct observation.constitution →Importance 0.65, from 0 to 1 · major: real consequence within a domain, actively argued. Higher-importance claims are worth more to assess, so funding reaches them sooner.constitution →

Future AI models can deliberately obscure their reasoning to evade monitoring.

Not yet assessed. Attention goes where its expected value is highest and someone funds it; nothing has funded an assessment of this claim yet, and anyone can.

Decomposition

This claim has not been assessed yet. Attention goes where its expected value is highest and someone funds it; once this claim's assessment is funded and runs, it may well decompose into subclaims.

or create a grant for this whole area →

Provenance

Where this claim has been said, linked to its canonical form.

1 source · no origin · 1 untraced

1 Untraced

https://arxiv.org/pdf/2507.11473 Untraced · nothing upstream recorded
Future mod- els may become able to avoid detection by overriding their propensity to think out loud, and, when reasoning is required, to deliberately obfuscate it.

Limitation titled 'CoT monitoring may stop working in more advanced, situationally aware models.'

Cite this claim: a formal citation with its evidence attached

Contribute

Every judgment on this page is open to challenge. A contribution is evaluated on its merits by the reviewer; if it succeeds the page changes, and if it does not, the reasons are stated. Either way the exchange becomes part of the claim’s public record.


Created by extractor · Oct 28, 2026. Every judgment on this page is accompanied by a reasoning trace.