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I have been thinking a lot lately about “diachronic AI” and “vintage LLMs” — language models designed to index a particular slice of historical sources rather than to hoover up all data available. I’ll have more to say about this in a future post, but one thing that came to mind while writing this one is the point made by AI safety researcher Owain Evans about how such models could be trained:

{ 44, 58, 60, 50, 9, 1, 3, 15 },

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Ben Harrison, Director of the Work Foundation at Lancaster University, said they show "the magnitude of the challenge facing young people and the government".

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Transforms can be stateless or stateful. A stateless transform is just a function that takes chunks and returns transformed chunks: