How does AI exam proctoring work in a physical exam hall?
Cameras feed a computer-vision pipeline that watches for defined violations — a phone in frame, repeated head-turning, talking, or a face that doesn't match the enrolled student list. Each detection is logged with a photographic evidence frame and timestamp, and proctors get an instant alert, so intervention happens during the exam rather than in a dispute weeks later. This is the architecture Tarek Abou Rjeily built for Arab Open University.