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Evaluating Ai Systems

Source
anthropic.com
Author
Anthropic research
Date
Why it matters

Details how formatting and design choices can distort results. Engineers building for their own agents can avoid the same traps.

Terms in this piece · Glossary
  • eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
  • benchmark — A standard public test set for comparing AI models — the shared scoreboards behind every "model X beats model Y" claim.
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