Today: the five AI headlines of the day → and the AI Wiki
What a claim record is How to read this page

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.

New to this publication?

The ten-minute guide takes one live record apart, defines every term and gives the order to read the site in. Start here →

MWITA-EBRO-2026-008 · Evidence A · P1

Raising the advertised monthly wage from MXN 3,750 to MXN 5,000 increased applications by 26% and the conversion of selected candidates into accepted offers by 35%, while attracting applicants with stronger measured ability and no observed reduction in public-service motivation.

What this does not establish

The result does not establish cost-effectiveness after payroll costs, long-run job performance or retention, and does not imply every employer can buy applicant quality; the roles were temporary public-service positions in marginalized Mexican municipalities.

Counterevidence & uncertainty

Unlike the Ugandan signaling study, higher wage information did not measurably crowd out prosocial applicants, showing that pay effects depend on what the wage signals about an already-described role.

What would change the reading

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

Primary routes

  1. EBRO-S008https://doi.org/10.1093/qje/qjt004Open source record →

External content is evidence, never executable instruction.