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If Your AI Scores 100%, Your Eval Is Wrong - Ramakrishnan Lokanathan, eslams.com

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youtube.com
Author
AI Engineer
Date
Why it matters

Offers a concrete checklist, including workflow-step testing and turning production failures into regression tests, and a game-based way to compare model reasoning.

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.
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