PUBLICLEDGER
OpenArchive capture
Resolving the key remaining deficits of current models (continual learning, cognitive limitations, etc.) will take about a decade.
- Expert
- Andrej Karpathy
- Prediction date
- Oct 17, 2025
- Deadline
- Dec 31, 2035
- Category
- AI & Technology
- Explicit confidence
- Not stated
Original statement
“It will take about a decade to work through all of those issues.”
Normalized claim
Resolving the key remaining deficits of current models (continual learning, cognitive limitations, etc.) will take about a decade.
A falsifiable interpretation, separate from the exact source text.
Resolution criteria
Whether core issues such as reliable continual learning and robust long-term memory in frontier models are substantially solved 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 recorded2025-10-17 00:00 UTC
- Prediction verified and frozen2026-09-12 23:10 UTC