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AI4ALL Day...
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AI4ALL Day 4: Math, Medicine, and Model Vulnerabilities

  • Participants delved into the technical aspects of building AI models with a focus on linear algebra and probability, essential for AI operations.
  • Practical application exercises using Google Colab and the MedMNIST dataset helped visualize how AI processes medical images.
  • A guest talk highlighted security risks within AI systems, demonstrating how simple manipulations like adding noise or using specific glasses can deceive models.
  • The session sparked discussions on building AI responsibly, with a focus on fairness, privacy, and the challenges associated with large AI model training.

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