Toby Ord pushes back on METR's claim that AI acceleration isn't driven by training compute

tobyordoxford · x · 2026-11-07

Oxford philosopher Toby Ord debated METR's un hedged claim that the acceleration in AI task-completion length was "not due to an acceleration in the scale of training compute." Ord argues he isn't claiming compute scaling accelerated — rather there was another step on the staircase of compute scaling, and part of the pre-train jump came from better data and algorithms. He contends METR's slope interpretation implicitly assumes the new pre-train run had zero level effect, which the shown data can't rule out.

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