Computer Vision 2026 (Part 3/3 – FINAL): Ethics, Privacy, and the Future of Visual AI – Building Responsibly

Computer vision saves lives but can also destroy them: algorithmic bias causes 34.7% errors on Black women versus 0.8% on White men. Robert Williams wrongfully arrested due to facial recognition error. Learn how to build responsible systems: privacy-preserving techniques (federated learning, differential privacy), bias mitigation frameworks, EU AI Act compliance. The future? Multimodal vision, 3D spatial computing, embodied robotics, and quantum ML arriving soon.

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