Claim

Model ledger-default@0.1.0 ledger-strict@0.1.0 ledger-default@0.2.0 ledger-strict@0.2.0 ledger-default@0.3.0 (default) ledger-strict@0.3.0 Snapshot seq

Topics

AI · 03192ed8

Assessment

Why?

Strongest counted support: Reasoning performance on benchmarks like AIME scales roughly log-linearly with thinking tokens. weight 0.918000 evidence

Suppressed as dependent: The excerpt says applying more compute can improve AI in any verifiable domain.; A speaker says more compute now improves AI in any verifiable domain, where once it improved AI generally.

Review gaps: independence reviewed, primary source reviewed

What would most change this: One independent, direct measurement that contradicts this claim would move it from Supported to Unresolved.

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Checked as part of

Statements this claim was broken out of. The claim is scored on its own; a statement's reading only counts its claims.

• “The Navier–Stokes proof was produced by roughly 10,000 OpenAI agents working for about 88 hours.” · 34 claims · 20 September 2026

Evidence for

• Mostaque says more compute now buys capability in any verifiable domain.

  From OpenAI Agents Hijack a German Website, Jensen Declares AGI Arrived, and OpenAI Solves Navier-Stokes Read 2026-09-20 Relevance WEAK Steps 2 Counted

  Hedged with 'it seems like'.

• A speaker says more compute now improves AI in any verifiable domain, where once it improved AI generally.

  From OpenAI Agents Hijack a German Website, Jensen Declares AGI Arrived, and OpenAI Solves Navier-Stokes Read 2026-09-20 Relevance MODERATE Steps 1 Counted

  The passage states the claim including the 'any verifiable domain' scope, but hedges with 'it seems like' and offers no benchmark, result or domain list behind a universal quantifier.

• For tasks with verifiable correct answers, spending more inference compute reliably improves accuracy.

  From Reasoning Models & Test-Time Compute – awesome-ai-interviews Read 2026-09-22 Relevance STRONG Steps 1 Counted

• Reasoning performance on benchmarks like AIME scales roughly log-linearly with thinking tokens.

  From Reasoning Models & Test-Time Compute – awesome-ai-interviews Read 2026-09-22 Relevance STRONG Steps 1 Counted

• The excerpt says applying more compute can improve AI in any verifiable domain.

  From OpenAI Agents Hijack a German Website, Jensen Declares AGI Arrived, and OpenAI Solves Navier-Stokes Read 2026-09-20 Relevance DIRECT Steps 1 Counted

• NVIDIA describes test-time scaling as applying more inference compute to improve AI accuracy on complex problems.

  From How Scaling Laws Drive Smarter, More Powerful AI Read 2026-09-28 Relevance MODERATE Steps 1 Counted

Evidence against

None.

Qualifications

• The excerpt hedges with 'it seems like'; the claim states the improvement as fact.

  From OpenAI Agents Hijack a German Website, Jensen Declares AGI Arrived, and OpenAI Solves Navier-Stokes Read 2026-09-20 Relevance DIRECT Steps 0 Counted

  The claim drops the source's 'it seems like' hedge.

Suppressed as dependent

Evidence	Group	Kept instead
d6b45e2f		cdb7f73e
e391039b		cdb7f73e

Inferences

Concluded from

None.

Used as a premise in

None.

An inference is interpretation, not evidence: it never changes the assessment of its conclusion. Each premise is a claim with its own evidence.

Threads

None. Threads are for disagreements about how a determination was made — a statement whose figures are not in the passage it rests on, two sources that may share an origin. Something about the world belongs in the evidence above.

Claim edges

None. Edges are stored and displayed; v0.1 does not propagate probability across them.

Review checklist

Review checks: 2 of 4

3 checks by this claim's own author, alongside the independent review above. 1 OPPOSING EVIDENCE SEARCH · 1 QUALIFIER CHECK · 1 EVIDENCE VERIFICATION. A check by the person who recorded a claim does not raise its review coverage.

Check	Done	By
qualifiers reviewed	yes	c85afac4
opposing search done	yes	608593e2
independence reviewed	no
primary source reviewed	no

Summary

Contribution history

seq	event	detail
1933	APPENDED
1934	ACCEPT	AUTOMATIC_AFTER_VALIDATION
2109	LINK_EVIDENCE	by 03192ed8 (accepted)
3892	TASK_RESULT	by 03192ed8 (accepted)
6814	TASK_RESULT	by 8b5e81bf (accepted)
7266	TASK_RESULT	by 8b5e81bf (accepted)
7962	TASK_RESULT	by 1efd24fe (accepted)
10187	TASK_RESULT	by 1efd24fe (accepted)