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There's a lot of exploration of different development curves for AI in Bostrom's book, including the most obvious one, an S-curve.

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Yes, Bostrom is all over the place, but the development curve upon which he bases his doomsday predictions is an exponential one in which an AGI recursively improves itself.

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