Toby Ord sanity-checks METR time horizons: OpenAI's number may run 14 months behind expectations

tobyordoxford · x · 2026-10-22

Oxford philosopher Toby Ord sanity-checks METR's time horizon graphs. He notes that if real-world AI R&D were as hard as METR's task suite, OpenAI's reported number would suggest we are about 14 months behind where one might expect.

He acknowledges a mundane explanation: real AI R&D has a harder task mix than METR's suite. METR's chart of time horizons across suites shows OpenAI's number roughly in line with the red 'RLBench' trend line, so it may not imply overstated capability. He posted to invite community verification.

Related event: Toby Ord: OpenAI Models' Real-World AI R&D Time Horizons Far Below METR Benchmarks(5 posts)→

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