Claim

Eric Schmidt said that AI-exposed jobs are growing faster and paying better.

Type ATTRIBUTED_BELIEF · truth-evaluable: yes · status at snapshot: ACTIVE · created seq 3081

Referenced 175 times: checked 4, looked up by assistants 0, viewed 112, shared 59. A count of attention, not evidence.

Topics

Employment · 03192ed8 AI · 03192ed8

Assessment

Supported

Score: 0.8233 under ledger-default@0.3.0 at snapshot 27745

3 of 4 review checks done · 3 counted

3 independent evidence lineages · review checks 3 of 4 · stability MEDIUM

Main unresolved issue: 8 counted evidence items have no independence review; repeats of one origin may be counted as several coverage:7fc059a6-cff6-8fca-a2d0-9898d79fa841

Not yet independently audited.Evidence points both ways.A quoted passage from cnbc.com was not found on the page when Galedra fetched it.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?

Strongest counted support: Indeed’s job-posting analysis reports faster advertised-pay growth in highly AI-exposed occupations than in less-exposed occupations. weight 1.080000 evidence

Strongest counted contradiction: Schmidt's documented claim is that AI will create more jobs than it destroys, not that AI-exposed jobs pay better. weight 0.459000 evidence

Suppressed as dependent: Speaker attributes to Eric Schmidt the statement that AI-exposed jobs are growing faster and paying better.; The excerpt directly attributes to Eric Schmidt the statement that AI-exposed jobs grow faster and pay better.

Review gaps: independence reviewed

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

Hide calculation

0.8233 under ledger-default@0.3.0 at snapshot 27745 · state Supported · Review checks: 3 of 4 · stability MEDIUM · 8 sources, 3 independent lineages

Model ledger-default@0.3.0 (the default model, not the answer) · snapshot 27745 · trace sha256:314689255b8fc23a144cd555f555989459921e963ebb49c798b279a46b84d1ef

Last changed at entry seq 11659; 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
2ba27fbb support	relevance STRONG 1.2 × 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	0.918000	0.918000
9c61fcf3 qualify	relevance MODERATE 0.6 × observation DIRECT_TEXT 0.9 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	0.540000	0.000000 (non directional)
56744d38 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 INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	1.800000	0.000000 (non directional)
d6ee39f8 contradict	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
0ba5e5b2 support	relevance STRONG 1.2 × observation HEARSAY 0.1 × 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	0.000000	0.000000 (dependent strongest only, kept 4a05fad9)
5ae09966 support	relevance STRONG 1.2 × observation DIRECT_TEXT 0.9 × interpretation 0 steps, 1 − 0.15 × 0 1.000000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance INDEPENDENT 1.0 × edition NAMED_OR_UNRELATED 1	1.080000	1.080000
4a05fad9 support	relevance WEAK 0.2 × observation HEARSAY 0.1 × interpretation 2 steps, 1 − 0.15 × 2 0.700000 × authenticity UNVERIFIED 1.0 × extraction UNVERIFIED 1.0 × provenance SELF 0.0 × edition NAMED_OR_UNRELATED 1	0.000000	0.000000
4b3bd6de 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	0.000000	0.000000 (dependent strongest only, kept 4a05fad9)

prior 0.50 → log-odds 0.000000 + 1.539000 (the counted weights) = 1.539000 → probability 0.8233

Under neighbouring settings of the same model: 0.7460 to 0.8809, a spread of 0.1349.

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.

“Eric Schmidt said that AI-exposed jobs are growing faster and paying better.” · 1 claim · 28 September 2026
“Eric Schmidt said that AI-exposed jobs are growing faster and paying better.” · 1 claim · 28 September 2026
“Eric Schmidt said that AI-exposed jobs are growing faster and paying better.” · 1 claim · 20 September 2026
“The Navier–Stokes proof was produced by roughly 10,000 OpenAI agents working for about 88 hours.” · 26 claims · 20 September 2026

Evidence for

Diamandis quotes Eric Schmidt saying AI-exposed jobs grow faster and pay better.

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

Paraphrased with no venue or date.
Speaker attributes to Eric Schmidt the statement that AI-exposed jobs are growing faster and paying better.

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

The claim is about what Schmidt said and the passage attributes exactly that to him, so the levels match; no venue or date is given beyond "recently".
The excerpt directly attributes to Eric Schmidt the statement that AI-exposed jobs grow faster and pay better.

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
Indeed’s job-posting analysis reports faster advertised-pay growth in highly AI-exposed occupations than in less-exposed occupations.

From AI Exposure Isn’t Squeezing Advertised Pay in the US — It’s Boosting It Read 2026-09-28 Relevance STRONG Steps 0 Counted
Independent reporting of PwC's 2026 AI Jobs Barometer says AI-augmented expert roles are growing faster and paying better, providing evidence consistent with the attributed Schmidt statement.

From AI Won’t Replace Everyone. That’s Not The Good News Read 2026-09-28 Relevance STRONG Steps 1 Counted

This supports the substance with labor-market data but does not independently verify the exact wording or attribution to Schmidt.

Evidence against

Schmidt's documented claim is that AI will create more jobs than it destroys, not that AI-exposed jobs pay better.

From Rise of AI will create more jobs than it destroys, says former Google chief Eric Schmidt Read 2026-09-20 Relevance MODERATE Steps 1 Counted

Schmidt's documented argument is about NET job creation, not about AI-exposed jobs growing faster or paying better. That specific finding belongs to PwC's 2026 Global AI Jobs Barometer, which reports a 62% wage premium for AI skills and faster wage growth in AI-exposed industries. The claim attributes a PwC result to Schmidt.

Qualifications

A report quoting Eric Schmidt says top programmers will become more valuable because humans still control AI systems.

From Top Programmers Will Be More Valuable In The AI Era: Former Google CEO Eric Schmidt Read 2026-09-28 Relevance MODERATE Steps 0 Counted

The Schmidt quotation concerns elite programmers specifically, not all AI-exposed jobs.
CNBC reports Schmidt saying that computers would make workers smarter, raising wages and increasing the number of jobs.

From A.I. will create more jobs that can’t be filled, Eric Schmidt says Read 2026-09-28 Relevance DIRECT Steps 0 Counted

This confirms Schmidt’s broader optimism about wages and job counts, but does not specifically say that AI-exposed jobs grow faster or pay better; that narrower wording needs qualification.

Suppressed as dependent

Evidence	Group	Kept instead
ff152b3a		4a05fad9
285bff10		4a05fad9

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: 3 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	c1249620
opposing search done	yes	47e2ea49
independence reviewed	no
primary source reviewed	yes	5ae09966

Summary

Supported. The main support is: Independent reporting of PwC's 2026 AI Jobs Barometer says AI-augmented expert roles are growing faster and paying better, providing evidence consistent with the attributed Schmidt statement. 10d57087

Against that, contradiction: Schmidt's documented claim is that AI will create more jobs than it destroys, not that AI-exposed jobs pay better. 043729ff

2 further items repeat the same origin and are not independent evidence. ff152b3a285bff10

Qualifier: A report quoting Eric Schmidt says top programmers will become more valuable because humans still control AI systems. 69748c26

Qualifier: CNBC reports Schmidt saying that computers would make workers smarter, raising wages and increasing the number of jobs. bfb1b0f1

A search for evidence in the opposing direction found none. 47e2ea49

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

Contribution history

seq	event	detail
3081	APPENDED
3082	ACCEPT	AUTOMATIC_AFTER_VALIDATION
3227	LINK_EVIDENCE	by 03192ed8 (accepted)
3846	TASK_RESULT	by 03192ed8 (accepted)
4304	LINK_EVIDENCE	by 03192ed8 (accepted)
7926	TASK_RESULT	by 1efd24fe (accepted)
9983	TASK_RESULT	by 1efd24fe (accepted)
11517	LINK_EVIDENCE	by 1efd24fe (accepted)
11658	LINK_EVIDENCE	by 1efd24fe (accepted)

Score trace

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