PROJECT LIGHTHOUSE
Open
Marginal costs of frontier AI models approach zero within the next 18 months (by early 2028).
- Expert
- Chamath Palihapitiya
- Prediction date
- Aug 3, 2026
- Deadline
- Feb 3, 2028
- Category
- AI & Technology
- Explicit confidence
- Not stated
Original statement
“Looking at the results and capabilities from the various labs over the past few weeks I would say we are firmly in this loop now. The next 18months will be wild. Recursive self improvement will dramatically increase capability very quickly from here. Marginal costs of all models will go to ~$0.”
Normalized claim
Marginal costs of frontier AI models approach zero within the next 18 months (by early 2028).
A falsifiable interpretation, separate from the exact source text.
Resolution criteria
Published API pricing pages of OpenAI, Anthropic, Google, or xAI showing marginal token costs ≤ $0.0001 / 1k tokens for flagship models, or equivalent open-source inference costs.
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 recorded2026-08-03 06:16 UTC
- Prediction verified and frozen2026-09-11 04:07 UTC