This update introduces a sophisticated AI-driven proctoring engine featuring real-time object detection, identity re-verification, and a risk adjudication layer powered by Gemini to reduce false positives. Additionally, a comprehensive user engagement tracking system has been implemented, providing telemetry ingestion, weighted scoring, and new admin dashboards for monitoring student activity. These changes significantly enhance assessment integrity and provide deeper insights into platform usage patterns.