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

Not filed under any topic yet.

Assessment

Why?

Strongest counted support: The report attributes to Mostaque discussion of Astra's 100,000-chip training scale and the importance of distilling capable models into small files. weight 0.153000 evidence

Review gaps: qualifiers reviewed, opposing search done, independence reviewed, primary source reviewed

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

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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.

• “Mostaque argued that a model trained on 100,000 GPUs could not serve at the observed Astra speeds because the mathematics did not make sense, and said they...” · 1 claim · 28 September 2026
• “Mostaque argued that a model trained on 100,000 GPUs could not serve at the observed Astra speeds because the mathematics did not make sense, and said they...” · 1 claim · 28 September 2026

Evidence for

• The report attributes to Mostaque discussion of Astra's 100,000-chip training scale and the importance of distilling capable models into small files.

  From Emad Mostaque: OpenAI solved a Millennium Prize problem with 10,000 agents in 88 hours Read 2026-09-28 Relevance WEAK Steps 1 Counted

  This independently published transcript supports the compute-scale and distillation portions, but does not reproduce every wording in the narrower interpretive claim.

Evidence against

None.

Qualifications

• The source confirms the 100,000-chip Astra training context and a separate general compressed-model claim, but does not establish the asserted speed objection or Astra-specific distillation.

  From Emad Mostaque: OpenAI solved a Millennium Prize problem with 10,000 agents in 88 hours Read 2026-09-28 Relevance MODERATE Steps 1 Counted

  The source is a detailed secondary summary; its separation of the two discussions limits what can be inferred about the full compound claim.

Suppressed as dependent

None.

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

From	Relationship	To
e577e90f	NARROWS	e11fd57f

Review checklist

Review checks: 0 of 4

2 checks by this claim's own author. No independent review yet. 1 OPPOSING EVIDENCE SEARCH · 1 QUALIFIER CHECK. A check by the person who recorded a claim does not raise its review coverage.

Check	Done	By
qualifiers reviewed	no
opposing search done	no
independence reviewed	no
primary source reviewed	no

Summary

Contribution history

seq	event	detail
8502	APPENDED
8503	ACCEPT	AUTOMATIC_AFTER_VALIDATION
11880	LINK_EVIDENCE	by 1efd24fe (accepted)
12738	LINK_EVIDENCE	by 1efd24fe (accepted)

Score trace

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  "claim": "dd537b4a-68cb-8261-a7d4-b9d0e577e90f",
  "links": [
    {
      "link": "377eb8ab-f387-8b1b-8cb0-747554785608",
      "group": null,
      "reason": "non_directional",
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "543275e8-1650-81ac-a1bb-61070d968dbf",
      "direction": "QUALIFY",
      "magnitude": "0.459000",
      "relevance": "MODERATE",
      "extraction": "UNVERIFIED",
      "provenance": "INDEPENDENT",
      "observation": "DIRECT_TEXT",
      "source_type": "SECONDARY_TEXT",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "0.000000",
      "interpretive_steps": 1
    },
    {
      "link": "d2aa0ed9-98cf-8f97-a994-2512854c7242",
      "group": null,
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "7446c48d-79c0-883a-8a6c-517ade4476ed",
      "direction": "SUPPORT",
      "magnitude": "0.153000",
      "relevance": "WEAK",
      "extraction": "UNVERIFIED",
      "provenance": "INDEPENDENT",
      "observation": "DIRECT_TEXT",
      "source_type": "SECONDARY_TEXT",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "0.153000",
      "interpretive_steps": 1
    }
  ],
  "model": "ledger-default@0.3.0",
  "prior": "0.50",
  "variants": {
    "spread": "0.0229",
    "permissive": "0.5496",
    "conservative": "0.5267"
  },
  "code_hash": "sha256:c61a6fdf35a754a0d7e958df149036a083c0eaeb7d2d2e52704ec32b0c36def7",
  "contested": false,
  "stability": "LOW",
  "claim_type": "INTERPRETIVE",
  "config_hash": "sha256:86768038080b8ab5233f1e4b7aba10af05b5bb44caa432095150b90e81209809",
  "probability": "0.5382",
  "provisional": true,
  "evidence_sum": "0.153000",
  "snapshot_seq": 12739,
  "prior_log_odds": "0.000000",
  "support_groups": 1,
  "model_dependent": true,
  "review_coverage": "0.00",
  "truth_evaluable": true,
  "assessment_state": "UNRESOLVED",
  "review_checklist": {
    "qualifiers_reviewed": {
      "by": [],
      "ok": false
    },
    "opposing_search_done": {
      "by": [],
      "ok": false
    },
    "independence_reviewed": {
      "by": [],
      "ok": false
    },
    "primary_source_reviewed": {
      "by": [],
      "ok": false
    }
  },
  "contradict_groups": 0,
  "rounding_boundary": true,
  "posterior_log_odds": "0.153000",
  "not_applicable_reason": null,
  "independence_unreviewed": 2
}