AI agent evaluation

also referred to as: ai agent evaluations

2 statements across 2 episodes · 0 bullish · 1 bearish · 2 people on the record · first statement Mar 4, 2025 by David Hershey · across every show →

Everything said about AI agent evaluation, oldest first

Mar 4, 2025 neutral
Insight
Measuring AI game progress is an integration test, not a unit test
“And so I think like how quickly it's able to make progress is actually a pretty reason or a reasonable like eval if a slightly expensive one to calculate. It's an integration test, not a unit test.”
David Hershey Mar 4, 2025 ▶ 37:04 How Claude Plays Pokémon was made
Jun 4, 2026 negative
Insight
Petersson: Reducing AI agent evaluations to scalar metrics discards critical trace data
“When you run it for that long, you create so much data and to just say like, oh, the number is X. And then you throw away everything else. That's just very wasteful. There's so much insight from the things leading up to that number and reading the traces is li…”
Lukas Petersson Jun 4, 2026 ▶ 40:27 When AI Agents Run Businesses — Lukas Petersson and Axel Backlund of Andon Labs
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