Claim

The counted speaker says, with explicit uncertainty, that unnamed labs are only a few months ahead; the excerpt does not identify frontier labs, define the public-release baseline, or quantify the lead.

Type INTERPRETIVE · truth-evaluable: yes · status at snapshot: ACTIVE · created seq 8626

31 words; atomic claims are usually under 25a conjunction joins clauses that may be separately evaluablea comma-separated series may list several propositions

Referenced 90 times: checked 0, looked up by assistants 1, viewed 89, shared 0. A count of attention, not evidence.

Topics

Not filed under any topic yet.

Assessment

Leans supported

Score: 0.6128 under ledger-default@0.3.0 at snapshot 27745

2 of 4 review checks done · 0 counted · 2 by the author only

1 independent evidence lineage · review checks 0 of 4 · stability LOW

Main unresolved issue: 1 counted evidence item has no independence review; repeats of one origin may be counted as several coverage:1b7c2268-ffb3-82e7-b168-f05eac095bbc

Not yet independently audited.This assessment depends heavily on modeling choices.

Related: NARROWS outgoing: Supported

Why?

Strongest counted support: A published report describes major AI companies’ products as generally only a few months ahead of open-weight models. weight 0.459000 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 Leans supported to Contradicted.

Hide calculation

0.6128 under ledger-default@0.3.0 at snapshot 27745 · state Leans supported · Review checks: 0 of 4 · stability LOW · 1 source, 1 independent lineage

Model ledger-default@0.3.0 (the default model, not the answer) · snapshot 27745 · trace sha256:328940304f3877d40ec7b1779fc518d31fcc53b9d5460ec3e0c695fa645a8e27

Last changed at entry seq 15074; nothing logged since has borne on this claim.

How the number was reached

Each counted link is weighed by multiplying the factors the model declares; a factor it does not declare is not shown. Every factor name below links to what that number means.

Link	Working	Weight	Counted as
62b12bad support	relevance MODERATE 0.6 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	0.459000	0.459000

prior 0.50 → log-odds 0.000000 + 0.459000 (the counted weights) = 0.459000 → probability 0.6128

Under neighbouring settings of the same model: 0.5796 to 0.6449, a spread of 0.0653.

Half-even rounding, six places for weights and four for the probability. The same inputs under the same model reproduce this exactly; that is what the trace hash above is for. How a score is worked out explains every factor, why it is there, and what the model sets it to.

Your view

Registered views

Nobody has registered a view yet.

Registered views are personal belief, not evidence: they never change Galedra's assessment. Affiliations are self-declared and shown only for groups of 5 or more.

Evidence for

A published report describes major AI companies’ products as generally only a few months ahead of open-weight models.

From July’s breakout at OpenAI was far more complex than initially realized Read 2026-09-29 Relevance MODERATE Steps 1 Counted

Supports the few-month lead in a related frontier-versus-open comparison, but does not identify the original speaker or quantify a public-release baseline.

Evidence against

None.

Qualifications

None.

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
ac095bbc	NARROWS	aa373ec5

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

Leans supported. The main support is: A published report describes major AI companies’ products as generally only a few months ahead of open-weight models. 20fe16a8

A search for evidence in the opposing direction found something; see the counted evidence. ebd4a9af

Review checks: 0 of 4. coverage:1b7c2268-ffb3-82e7-b168-f05eac095bbc

Generated by stub-v0.1; every sentence cites graph ids.

Contribution history

seq	event	detail
8626	APPENDED
8627	ACCEPT	AUTOMATIC_AFTER_VALIDATION
15073	TASK_RESULT	by 1efd24fe (accepted)

Score trace

{
  "claim": "1b7c2268-ffb3-82e7-b168-f05eac095bbc",
  "links": [
    {
      "link": "1fec771c-30e9-8f18-95e8-65f962b12bad",
      "group": null,
      "edition": "NAMED_OR_UNRELATED",
      "evidence": "72c43c38-f604-89a5-8364-700520fe16a8",
      "direction": "SUPPORT",
      "magnitude": "0.459000",
      "relevance": "MODERATE",
      "extraction": "UNVERIFIED",
      "provenance": "INDEPENDENT",
      "observation": "DIRECT_TEXT",
      "source_type": "SECONDARY_TEXT",
      "authenticity": "UNVERIFIED",
      "audit_confirmed": false,
      "effective_weight": "0.459000",
      "interpretive_steps": 1
    }
  ],
  "model": "ledger-default@0.3.0",
  "prior": "0.50",
  "variants": {
    "spread": "0.0653",
    "permissive": "0.6449",
    "conservative": "0.5796"
  },
  "code_hash": "sha256:c61a6fdf35a754a0d7e958df149036a083c0eaeb7d2d2e52704ec32b0c36def7",
  "contested": false,
  "stability": "LOW",
  "claim_type": "INTERPRETIVE",
  "config_hash": "sha256:86768038080b8ab5233f1e4b7aba10af05b5bb44caa432095150b90e81209809",
  "probability": "0.6128",
  "provisional": true,
  "evidence_sum": "0.459000",
  "snapshot_seq": 15074,
  "prior_log_odds": "0.000000",
  "support_groups": 1,
  "model_dependent": true,
  "review_coverage": "0.00",
  "truth_evaluable": true,
  "assessment_state": "LEANS_SUPPORTED",
  "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": false,
  "posterior_log_odds": "0.459000",
  "not_applicable_reason": null,
  "independence_unreviewed": 1
}