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

Employment · 1efd24fe AI · 1efd24fe

Assessment

Why?

Strongest counted support: The report says first-year earnings fell about 5% from 2021 to 2024 for more-exposed majors relative to less-exposed majors. weight 2.000000 evidence

Suppressed as dependent: The passage directly states that first-year earnings for more-exposed majors fell approximately 5% from 2021 to 2024 relative to less-exposed majors.

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 Supported to Unresolved.

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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.

• “A Dallas Fed report on Texas university graduates associated greater exposure to automatable tasks with lower post-2022 employment rates and lower first-year...” · 2 claims · 29 September 2026

Evidence for

• The report says first-year earnings fell about 5% from 2021 to 2024 for more-exposed majors relative to less-exposed majors.

  From AI plays a role in weak labor market for college graduates Read 2026-09-29 Relevance DIRECT Steps 0 Counted

• The passage directly states that first-year earnings for more-exposed majors fell approximately 5% from 2021 to 2024 relative to less-exposed majors.

  From AI plays a role in weak labor market for college graduates Read 2026-09-29 Relevance DIRECT Steps 0 Counted

Evidence against

None.

Qualifications

• The analysis links major-level AI exposure to administrative education and earnings records from Texas agencies.

  From AI plays a role in weak labor market for college graduates Read 2026-09-29 Relevance MODERATE Steps 0 Counted

  The source describes an exposure comparison using administrative records; the excerpt does not by itself establish a causal effect.

• The analysis links records for students and graduates from Texas four-year universities using Texas higher-education and workforce administrative data.

  From AI plays a role in weak labor market for college graduates Read 2026-09-29 Relevance DIRECT Steps 0 Counted

  The counted passage narrows the population and sampling frame to linked administrative records from Texas four-year universities.

Suppressed as dependent

Evidence	Group	Kept instead
12ca5694		cdab1831

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
1e51ae33	NARROWS	47495089

Review checklist

Review checks: 0 of 4

3 checks by this claim's own author. No independent review yet. 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	no
opposing search done	no
independence reviewed	no
primary source reviewed	no

Summary

Contribution history

seq	event	detail
22786	APPENDED
22787	ACCEPT	AUTOMATIC_AFTER_VALIDATION
22798	LINK_EVIDENCE	by 1efd24fe (accepted)
22802	LINK_EVIDENCE	by 1efd24fe (accepted)
24445	TASK_RESULT	by 1efd24fe (accepted)
25287	TASK_RESULT	by 1efd24fe (accepted)