Claim

Once an AI can perform 70 to 90 per cent of economically valuable cognitive tasks, whether it is labelled AGI no longer matters.

Type NORMATIVE · truth-evaluable: no (NORMATIVE_OR_VALUE) · status at snapshot: ACTIVE · created seq 1695

Referenced 61 times: checked 1, looked up by assistants 0, viewed 58, shared 2. A count of attention, not evidence.

Topics

AI · 03192ed8 Economics · 03192ed8

Assessment

Not assessed

2 of 4 review checks done · 2 counted

0 independent evidence lineages · review checks 2 of 4 · stability n/a

This is a value judgment; the system maps its premises but does not assign it a probability.

Main unresolved issue: 5 counted evidence items have no independence review; repeats of one origin may be counted as several coverage:fca20fc9-9e79-874d-94fb-cbf1acafc321

Not yet independently audited.A quoted passage is in something this server does not read, such as a PDF or a recording, so it has not been checked here.

Why?

Review gaps: independence reviewed, primary source reviewed

Hide calculation

No probability. This is a value judgment; the system maps its premises but does not assign it a probability.

Model ledger-default@0.3.0 (the default model, not the answer) · snapshot 27745 · trace sha256:3b8338a801b1ed86337d61a728809e49c945f09044ac22b5078a9f3216420159

Last changed at entry seq 14443; 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	Counted as
a5e08e7f support	relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1	— (not applicable)
fab7cf82 support	relevance CONTEXT_ONLY 0.0 × observation EXPERT_ANALYSIS 0.3 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1	— (not applicable)
73fcb95f qualify	relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1	— (not applicable)
a799d6b5 qualify	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 SELF 0.0 × edition NAMED_OR_UNRELATED 1	— (not applicable)
cc295127 support	relevance DIRECT 2.0 × observation DIRECT_TEXT 0.9 × interpretation 1 step, 1 − 0.15 × 1 0.850000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1	— (not applicable)

prior — → log-odds —

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.

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.” · 16 claims · 20 September 2026

Evidence for

Ismail says the AGI label stops mattering at 70 to 90 per cent of cognitive tasks.

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

A value judgement by the speaker.
Speaker says the AGI label becomes irrelevant once AI does 70 to 90 per cent of economically valuable cognitive tasks.

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

Passage states the threshold and the conclusion in the same terms as the claim.
The excerpt directly says that once AI performs 70–90 percent of economically valuable cognitive tasks, whether it is called AGI becomes completely irrelevant.

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

Evidence against

None.

Qualifications

The passage gives a percentage of economically valuable cognitive tasks without defining the set of tasks.

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

Denominator and population qualifier. The threshold is a percentage of 'economically valuable cognitive tasks', but nothing in the evidence says what that set contains, how tasks are counted or weighted (by number, by hours, by value), or which economy or workforce they are drawn from. Without a denominator the 70-90 per cent figure cannot be measured against anything.
The passage gives a 70–90 percent threshold for economically valuable cognitive tasks but does not define the task universe, measurement method, population, or baseline.

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 omitted denominator and measurement make the threshold materially underspecified.

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

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

Review checklist

Review checks: 2 of 4

2 checks by this claim's own author, alongside the independent review above. 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	77392048
opposing search done	yes	b42112c0
independence reviewed	no
primary source reviewed	no

Summary

Not assessed. This is a value judgment; the system maps its premises but does not assign it a probability. coverage:fca20fc9-9e79-874d-94fb-cbf1acafc321

A search for evidence in the opposing direction found none. b42112c0

Review checks: 2 of 4. coverage:fca20fc9-9e79-874d-94fb-cbf1acafc321

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

Contribution history

seq	event	detail
1695	APPENDED
1696	ACCEPT	AUTOMATIC_AFTER_VALIDATION
1783	LINK_EVIDENCE	by 03192ed8 (accepted)
3712	TASK_RESULT	by 03192ed8 (accepted)
3904	TASK_RESULT	by 03192ed8 (accepted)
8984	TASK_RESULT	by 1efd24fe (accepted)
11576	TASK_RESULT	by 1efd24fe (accepted)

Score trace

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