Scaling Laws

ResearchAnalysis

Test-time compute changed the scaling roadmap. Here is what it costs, and who pays

Labs can now buy accuracy per query instead of per training run. The evidence from Snell, Brown, o3, DeepSeek-R1 and the 2026 effort dials, and what the second axis does to your bill.

Published Sep 17, 202622 min read