Toby Ord: METR's sensitivity analysis weighs a vertical jump from the Mythos pre-train

tobyordoxford · x · 2026-11-06

Toby Ord notes METR's full write-up includes a strong sensitivity analysis of which assumptions its measured speedup relies on, including an alternative hypothesis of a vertical capability jump caused by the Mythos pre-train. He adds that before reasoning models and RLVR training, rare big new pre-trains were where most new capabilities arrived in sudden jumps, so calculating real per-annum capability gains requires zooming out across multiple jumps.

Related event: Oxford's Toby Ord Pushes Back on METR's 2x R&D Speedup: Jump-Plus-Slope Fit Suggests Only 1.4x(9 posts)→

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