👁️ Vision + Behavior Intelligence

Monitors focus drift, reading patterns, and gaze deviation. Flags when candidate looks away from screen for >2 seconds.

Immediately alerts when a second person enters the camera frame. Uses skeletal pose estimation to distinguish candidates.

Detects unauthorized objects: phones, second screens, physical notes, external keyboards, and other prohibited devices.

Builds a real-time behavioral model per candidate. Validates "Is this STILL the same human?" throughout the session.