Hamel Husain on the Evals-Industrial Complex: benchmarks die once people benchmaxx them

HamelHusain · x · 2026-11-11

Reacting to Claude scoring below Fable 5.1 and Sonnet on Harvey's legal benchmarks, Hamel Husain coins the "Evals-Industrial complex": if you can't convince people to benchmaxx on your benchmark it's deemed worthless, but if they do benchmaxx on it, it statistically becomes worthless anyway.

Original post →

More from Models

Models channel →