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First per-image PCA decomposition of the 24-image Kodak PCD0992 suite reveals deliberate curation spanning two orders of magnitude in inter-channel redundancy.
This paper analyzes 935 ablation experiments from 161 publications to show that AI architectural evolution follows the same statistical laws as biological evolution, including heavy-tailed fitness effect distributions and punctuated equilibria dynamics. The findings suggest that evolutionary statistical structure is substrate-independent, determined by fitness landscape topology rather than the mechanism of selection.