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How to Actually Evaluate AI Agents
Measuring whether your AI agent actually improved is harder than it looks. The field has built impressive benchmarks—SWE-bench, GAIA, AgentBench, WebArena—but each one can mislead you in different ways. Learn what the major agent evaluation frameworks actually test, why the same model scores wildly differently across them, and the gotchas that can make you optimize for the wrong thing. A practical guide to understanding agent benchmarks before you trust their numbers. Episode 2178 — myweirdprompts.com/n/2178 (permanent short link: myweirdprompts.com/858050)
The skinny
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