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LIES, DAMNED LIES, AND BENCHMARKS
Summary from the TLDR newsletter
Benchmarks are useful tools, but they're not the best indicators of real-world utility due to their narrow scopes, overfitting, contamination, reproducibility issues, and lack of scope.