Joel suspects that METR's task distribution is increasingly becoming a narrower slice of all possible tasks and specifically overlaps more with the exact task distributions used by AI labs for training, meaning METR is measuring progress on tasks optimized for (rather than independent test of) lab capabilities.

causalpending

Speaker

Joel Becker

Evidence Quote

the tasks that meta is measuring performance on, you know, in some sense, a more and more narrow slice of possible tasks and in particular, a more and more narrow slice that is perhaps similar to the kinds of tasks that you'd expect these major AI companies to be training on

Source

Understanding the Most Viral Chart in Artificial Intelligence | Odd LotsBloomberg Podcasts
Created: 8/12/2026, 6:03:24 PM

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