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The Great Evals Debate — Ankur Goyal & Malte Ubl

Source
youtube.com
Author
Latent Space
Date
Why it matters

Lays out both sides of a live question for builders: whether rigorous are worth the cost for coding agents, or whether dogfooding and intuition are enough.

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.
  • AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
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