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Google AI Classroom Part 2: Zero-Egress Browser Edge AI Investigator — Running Gemma 4 E2B, MediaPipe 3D Face Mesh & LiteRT Whisper in Web Workers

Author: Cyrus Wong (黃俊彥) — Google Developer Expert - Cloud (AI), Senior Lecturer at HKIIT 1. Problem Statement: Why Proctored Tests & Practical Examinations Need an On-Device Browser Edge AI Investigator In proctored tests and practical examinations, student screen captures, webcam frames, and audi…

Read the full story at DEV Community — Machine Learning ↗

Timeline · 4 reports

  1. 2026-11-11 07:41 · DEV Community — AI
    Google AI Classroom Part 8: AI Project Supervision — Streamlined Mobile 720p Demo, 2-Stage Diarization & Fake-Log Auditing with Gemini 4
  2. 2026-11-10 14:25 · DEV Community — AI
    Google AI Classroom Part 5: Real-Time Multilingual Live Subtitles & Hong Kong Code-Switching with Gemini 4 / 3.8 & On-Device Gemma 4 E2B
  3. 2026-11-10 06:12 · DEV Community — AI
    Google AI Classroom Part 3: Multimodal Orchestration - Right-Sizing Gemini 4 Argon, Gemini 3.8 Flash & On-Device Gemma 4 E2B with Google Genkit
  4. 2026-11-10 02:57 · DEV Community — Machine Learning
    Google AI Classroom Part 2: Zero-Egress Browser Edge AI Investigator — Running Gemma 4 E2B, MediaPipe 3D Face Mesh & LiteRT Whisper in Web Workers

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