Benchmarks

How to Read an AI Benchmark Honestly: AI Benchmarks Explained for PMs

An AI benchmark is a fixed test set with a scoring rule. Read it honestly by checking what it measures, how it was run, whether it is contaminated or saturated, and how big the error bars are, then test on your own tasks. AllthingsPM teaches this in its AI PM course.