PROJECT LIGHTHOUSE
Open
In the majority of occupations, AI will eventually perform the work at a level vastly superior to humans.
- Expert
- Bill Gates
- Prediction date
- Aug 26, 2026
- Deadline
- Dec 31, 2035
- Category
- AI & Technology
- Explicit confidence
- Not stated
Original statement
“in the majority of occupations, humans will eventually be “vastly inferior to the AI doing the job.””
Normalized claim
In the majority of occupations, AI will eventually perform the work at a level vastly superior to humans.
A falsifiable interpretation, separate from the exact source text.
Resolution criteria
Labor economics studies and capability benchmarks showing AI outperforming average human workers on core tasks in >50% of major occupational categories by 2035.
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 recorded2026-08-26 00:00 UTC
- Prediction verified and frozen2026-09-11 04:23 UTC