Researcher Critiques AI Progress Models: Homogeneous Field, Experimenter Degrees of Freedom

VladChituc · x · 2026-11-11

Vlad Chituc raises methodological concerns about formal models of AI progress: despite many models pointing in a similar direction, they come from a fairly homogeneous intellectual monoculture, and such models are particularly sensitive to experimenter degrees of freedom — one can always find justifiable modeling choices that yield the desired answer. The other side counters these models remain our best attempt at understanding an illegible phenomenon.

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