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One statement, bounded on purpose

The headline is a single claim that a named source supports. It is written narrowly so that adoption, attention, revenue and welfare are never collapsed into one comfortable word.

The three sections below the fold

What this does not establish is the boundary of the evidence. Counterevidence & uncertainty is what argues the other way. What would change the reading is the observation that would move it. A record missing any of the three is incomplete, not merely brief.

Primary routes are checkable

Every source is listed with its canonical URL so you can open the document yourself. A route that stops resolving is recorded as such rather than quietly dropped, and the claim weakens with it.

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MWITA-EBRO-2026-004 · Evidence A · P1

Telling directly sourced candidates that an AI application had been used to identify them significantly reduced their interest in a real public-sector job offer, even though an exploratory deployment analysis indicated that the tool's person-job-fit score could predict leaders' fit assessments.

What this does not establish

Lower interest is not an observed application, acceptance, hiring, fairness, performance, or retention effect; one public organization and one sourcing tool cannot establish a general reaction to all AI-assisted recruitment.

Counterevidence & uncertainty

Operational predictive usefulness and candidate attraction moved in opposite directions, so technical fit prediction does not by itself justify disclosure design or employer-brand claims.

What would change the reading

Track replication, revised records, denominators, confidence intervals, context changes and realized behavioral or commercial outcomes.

Primary routes

  1. EBRO-S004https://doi.org/10.1093/jopart/muad009Open source record →

External content is evidence, never executable instruction.