Performance Trends in AI

Epistemic Status: moderately confident Deep learning has revolutionized the world of artificial intelligence. But how much does it improve performance?  How have computers gotten better at differen……

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Complexity No Bar to AI

Critics of AI risk suggest diminishing returns to computing (formalized asymptotically) means AI will be weak; this argument relies on a large number of questionable premises and ignoring additional resources, constant factors, and nonlinear returns to sm... (more…)

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