A new dataset of mobile touch dynamics reveals that LMM-based agents are easily detected due to unnatural kinematics. Researchers introduced the Turing Test on Screen to model the struggle between detectors and agents. This Agent Humanization Benchmark forces a shift toward behavioral divergence. Practitioners must now optimize for human-like movement to avoid platform bans.