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Testing scaling hypothesis with internet-scale data and distribution shift

If we had billions of dollars to spend we could test this hypothesis empirically — try to fit a big curve on *all the data* — literally everything that's on the Internet, and then test if it can adapt to things that are slightly out of distribution, like ARC tasks. Oh, wait a

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