Claim

Andrew Yang has said there will be a large resurgence of the skilled trades.

Type ATTRIBUTED_BELIEF · truth-evaluable: yes · status at snapshot: ACTIVE · created seq 3135

Referenced 153 times: checked 2, looked up by assistants 0, viewed 122, shared 29. A count of attention, not evidence.

Topics

Employment · 03192ed8 Politics · 03192ed8

Assessment

Supported

Score: 0.9683 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 HIGH

Main unresolved issue: 7 counted evidence items have no independence review; repeats of one origin may be counted as several coverage:16c0625e-f4a7-83ac-a769-116b867c5eb2

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?

Strongest counted support: Andrew Yang encouraged more people to pursue trades and said the United States is short hundreds of thousands of tradespeople. weight 1.800000 evidence

Suppressed as dependent: A speaker says he thinks Andrew Yang was predicting a huge resurgence of trades.; The excerpt attributes to Andrew Yang the prediction of a huge resurgence in skilled trades.

Review gaps: independence reviewed

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

Hide calculation

0.9683 under ledger-default@0.3.0 at snapshot 27745 · state Supported · Review checks: 3 of 4 · stability HIGH · 7 sources, 3 independent lineages

Model ledger-default@0.3.0 (the default model, not the answer) · snapshot 27745 · trace sha256:668344a6e690edafa98e8204d3c17a995615ba62b186b6aeded601e0653244a9

Last changed at entry seq 10267; 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
2dcd0999 support	relevance WEAK 0.2 × 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 10173673)
99a807df support	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	0.540000
67e9dd1a 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	0.000000	0.000000 (non directional)
10173673 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
07d06f9e support	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	1.800000
fc79963e 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
8317db74 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 10173673)

prior 0.50 → log-odds 0.000000 + 3.420000 (the counted weights) = 3.420000 → probability 0.9683

Under neighbouring settings of the same model: 0.9164 to 0.9884, a spread of 0.0720.

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.

“Andrew Yang has said there will be a large resurgence of the skilled trades.” · 1 claim · 28 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

Blundin attributes a predicted resurgence of the trades to Andrew Yang.

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

The speaker hedges the attribution twice with 'I think'.
A speaker says he thinks Andrew Yang was predicting a huge resurgence of trades.

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

Hedged secondhand attribution: the speaker says 'I think' and the passage contains none of Yang's own words. It supports that Yang was described this way, not that he said it.
The excerpt attributes to Andrew Yang the prediction of a huge resurgence in skilled trades.

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
Andrew Yang encouraged more people to pursue trades and said the United States is short hundreds of thousands of tradespeople.

From Is College (Still) Worth It? Read 2026-09-28 Relevance DIRECT Steps 0 Counted

The passage supports Yang advocating expanded skilled-trades participation, though 'large resurgence' is interpretive and not his exact wording.
A podcast summary attributes to Yang support for elevating vocational routes because skilled trades are harder to automate.

From The AI Job Crisis Andrew Yang Saw Coming Read 2026-09-28 Relevance STRONG Steps 0 Counted
An episode analysis attributes to Yang the view that home-service trades remain resilient because robots face physical unpredictability.

From Andrew Yang: UBI Before UHI, Solving Job Loss, and the Future of Work | #236 Read 2026-09-28 Relevance MODERATE Steps 0 Counted

Evidence against

None.

Qualifications

Blundin hedges with 'I think,' unsure whether Yang actually said it.

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

The claim states as fact an attribution the speaker himself hedges with 'I think'.

Suppressed as dependent

Evidence	Group	Kept instead
b9bfa5b9		10173673
6f067dd1		10173673

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
79d97a33	NARROWS	867c5eb2

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	a952d9f4
opposing search done	yes	9ecb5d2d
independence reviewed	no
primary source reviewed	yes	07d06f9e

Summary

Supported. The main support is: An episode analysis attributes to Yang the view that home-service trades remain resilient because robots face physical unpredictability. 3c7468ca

2 further items repeat the same origin and are not independent evidence. b9bfa5b96f067dd1

Qualifier: Blundin hedges with 'I think,' unsure whether Yang actually said it. bc6e3a4e

A narrower version of this claim is insufficient evidence. 79d97a33

A search for evidence in the opposing direction found none. 9ecb5d2d

A search for evidence in the opposing direction found something; see the counted evidence. 9ecb5d2d

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

Contribution history

seq	event	detail
3135	APPENDED
3136	ACCEPT	AUTOMATIC_AFTER_VALIDATION
3257	LINK_EVIDENCE	by 03192ed8 (accepted)
3852	TASK_RESULT	by 03192ed8 (accepted)
6784	TASK_RESULT	by 8b5e81bf (accepted)
7932	TASK_RESULT	by 1efd24fe (accepted)
9618	LINK_EVIDENCE	by 1efd24fe (accepted)
10266	TASK_RESULT	by 1efd24fe (accepted)

Score trace

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