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: The transcript says researchers working with models before post-training are the ones most sounding alarm bells because they have seen the raw model. weight 1.800000 evidence

Suppressed as dependent: Speaker says researchers dealing with models pre-post-training sound the alarm most, having seen the raw product.; Speaker says pre-post-training researchers sound the loudest alarms because they have seen the raw product.

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.

• “Researchers who work with models before post-training are the ones most loudly raising alarms, because they have seen the raw model.” · 1 claim · 28 September 2026
• “Researchers who work with models before post-training are the ones most loudly raising alarms, because they have seen the raw model.” · 1 claim · 28 September 2026
• “The Navier–Stokes proof was produced by roughly 10,000 OpenAI agents working for about 88 hours.” · 25 claims · 20 September 2026

Evidence for

• Blundin says pre-post-training researchers sound the loudest alarms because they saw the raw model.

  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

  Characterises unnamed researchers from private conversations.

• Speaker says researchers dealing with models pre-post-training sound the alarm most, having seen the raw product.

  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

  Passage states the group, the behaviour and the reason given. It is the speaker reporting his own conversations, so the claim's OBSERVATIONAL framing rests on an unnamed set of researchers.

• Speaker says pre-post-training researchers sound the loudest alarms because they have seen the raw product.

  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

• The transcript says researchers working with models before post-training are the ones most sounding alarm bells because they have seen the raw model.

  From Moonshots with Peter Diamandis #287 Transcript and Discussion Read 2026-09-28 Relevance DIRECT Steps 0 Counted

  This directly supports the attributed observation in the podcast, but is not independent empirical confirmation.

Evidence against

None.

Qualifications

• The evidence is Blundin's anecdotal impression from talking to researchers, not a systematic finding.

  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

  Sampling: one speaker's reported impressions generalized to researchers at large.

• Ars Technica reports a pretraining researcher publicly raising severe AI-risk concerns, but this single case does not establish the claim’s broad comparative or causal wording.

  From Anthropic researcher quits with a warning: Self-improving AI could “kill us all” Read 2026-09-28 Relevance MODERATE Steps 1 Counted

  The article documents one relevant example and identifies Coxon’s pretraining role; it does not show that pretraining researchers are generally the loudest alarm-raisers or that prior model access caused the alarms.

Suppressed as dependent

Evidence	Group	Kept instead
c7ec717c		701ed9f7
298206e7		701ed9f7

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	af898ec5
opposing search done	yes	1cf594dc
independence reviewed	no
primary source reviewed	no

Summary

Contribution history

seq	event	detail
1479	APPENDED
1480	ACCEPT	AUTOMATIC_AFTER_VALIDATION
1607	LINK_EVIDENCE	by 03192ed8 (accepted)
3794	TASK_RESULT	by 03192ed8 (accepted)
6730	TASK_RESULT	by 8b5e81bf (accepted)
7756	TASK_RESULT	by 1efd24fe (accepted)
9788	LINK_EVIDENCE	by 1efd24fe (accepted)
9865	LINK_EVIDENCE	by 1efd24fe (accepted)