The gap between AI's theoretical capabilities and its practical, often absurd, real-world performance is creating a cultural fatigue with technological hype. From companies deploying AI without understanding its limitations to users discovering that manual control often outperforms automation, skepticism toward vendor claims and algorithmic solutions is hardening into institutional posture. This reflects an Efficiency pole backlash: the cold efficiency promise is being tested against lived experience and found wanting.