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 results report 19% higher posting, 15% lower conditional hiring, and equal unconditional matching probability. weight 2.000000 evidence

Suppressed as dependent: The excerpt reports a randomized AI-first-draft offer, 19% greater job-posting likelihood, and no discernible increase in treatment-group matches.

Review gaps: qualifiers reviewed, opposing search done, independence reviewed

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

Show calculation

Your view

Registered views

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.

• “In a large randomized field experiment on an online labor market, offering employers AI-written first drafts made them 19% more likely to post a job, but did...” · 1 claim · 29 September 2026
• “A large randomized field experiment found that offering employers AI-written first drafts increased job posting but did not increase matches: treated...” · 2 claims · 28 September 2026

Evidence for

• The abstract reports randomized AI drafting, a 19% posting increase, 44% writing-time reduction, and no discernible increase in matches.

  From More, but Worse: The Marketplace Effects of AI-Generated Job Posts Read 2026-09-29 Relevance DIRECT Steps 0 Counted

  The abstract directly states the randomized intervention, posting increase, and no discernible match increase.

• The results report 19% higher posting, 15% lower conditional hiring, and equal unconditional matching probability.

  From More, but Worse: The Marketplace Effects of AI-Generated Job Posts Read 2026-09-29 Relevance DIRECT Steps 0 Counted

  The results passage directly states the posting and unconditional match outcomes.

• The excerpt reports a randomized AI-first-draft offer, 19% greater job-posting likelihood, and no discernible increase in treatment-group matches.

  From More, but Worse: The Marketplace Effects of AI-Generated Job Posts Read 2026-09-29 Relevance DIRECT Steps 0 Counted

Evidence against

None.

Qualifications

• A related controlled-experiment study finds that GenAI can improve surface clarity while obscuring distinctive attributes and converging writing style, qualifying how broadly the field-study matching result should be generalized.

  From A Better Matchmaker? The Impact of GenAI on Matching Effectiveness in Online Labor Markets Read 2026-09-29 Relevance MODERATE Steps 1 Counted

  This is a related proposal-side experiment, not a replication of the employer-side field intervention; it supplies external-context qualification rather than direct confirmation.

Suppressed as dependent

Evidence	Group	Kept instead
77a4a9ba		5a44193f

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: 1 of 4

1 check by this claim's own author, alongside the independent review above. 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	yes	18592d87, 8155c60c, 2f425142, 5a44193f

Summary

Contribution history

seq	event	detail
14468	APPENDED
14469	ACCEPT	AUTOMATIC_AFTER_VALIDATION
14480	LINK_EVIDENCE	by 1efd24fe (accepted)
14482	LINK_EVIDENCE	by 1efd24fe (accepted)
15735	LINK_EVIDENCE	by 1efd24fe (accepted)
25040	TASK_RESULT	by 1efd24fe (accepted)