Benchmark — Standardized tests that measure AI model performance. MMLU (knowledge), HumanEval (coding), GSM8K (math), MT-Bench (conversation). Every model release includes benchmark scores. Warning: benchmarks can be gamed — real-world performance often differs from leaderboard rankings.
Why It Matters
Understanding Benchmark is critical for developers and decision-makers working with AI systems. As the technology evolves rapidly, knowing these fundamentals separates informed decisions from costly mistakes.
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