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ShakesbeeAI / LLMs / Benchmarks Benchmarks Are Thermometers, Not Report Cards
LLM benchmarks are useful when you treat them like instruments, not trophies. Here is how to read MMLU, Arena, SWE-bench, HELM, and your own evals without turning the leaderboard into a religion.