AI systems evolved faster than our evaluation methods
The Illusion
The Reality
90%
Benchmark Accuracy
Invisible Failure Modes
Degraded Production Behavior
Unpredictable User Reliability Gaps
AI text/layout recreation from video frame; verify against source image.