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Pick an AI Benchmark in 20 Minutes

A practical checklist for picking an AI benchmark: define the task, check the data licence, read how scores are graded, and note saturation before you cite a leaderboard number.

Free

What's included:

  • ✓Task framing: what decision the benchmark is allowed to support
  • ✓Licence and access checks before you download or fine-tune
  • ✓Grader and contamination questions to ask of every score
  • ✓A one-page scorecard template for two candidate benchmarks

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