PUBLICLEDGER
OpenArchive capture
Precise prediction of which jobs and industries are exposed to AI displacement is largely impossible.
- Expert
- Benedict Evans
- Prediction date
- May 24, 2026
- Deadline
- Dec 31, 2030
- Category
- AI & Technology
- Explicit confidence
- Not stated
Original statement
“I think this is mostly impossible: I think this is an exercise in predicting something that cannot be predicted.”
Normalized claim
Precise prediction of which jobs and industries are exposed to AI displacement is largely impossible.
A falsifiable interpretation, separate from the exact source text.
Resolution criteria
Failure of detailed job-exposure models published in 2024–2026 to accurately forecast employment shifts by occupation by 2030, as measured against actual BLS or equivalent data.
Market context
No high-confidence matching market is linked. Loose thematic matches are not shown.
Resolution
This prediction remains open.
Audit trailView full history
- Source recorded2026-05-24 20:35 UTC
- Prediction verified and frozen2026-09-12 23:23 UTC