What Drives Algorithmic Progress?

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Causal factors affecting AI algorithmic efficiency. Research shows 91% of gains are scale-dependent (Transformers, Chinchilla), coupling algorithmic progress to compute availability. Software optimizations (23x) dramatically outpace hardware improvements.

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