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Câu 20: RAI: Risk and Artificial Intelligence

A technology company is deploying several AI models in its processes. The risk manager overseeing these models needs to explain how each of the models arrives at its predictions. Which of the following statements is most accurate regarding a technique or techniques for making AI models more explainable?

Nội dung câu hỏi

A technology company is deploying several AI models in its processes. The risk manager overseeing these models needs to explain how each of the models arrives at its predictions. Which of the following statements is most accurate regarding a technique or techniques for making AI models more explainable?

Các lựa chọn

Đáp án được giữ gọn theo nhãn A, B, C, D trong phần bình chọn tương tác.

  1. A. Most explainability techniques are ex-post techniques. — đáp án hiện tại
  2. B. LUCID approximates a complex model with a local prediction model.
  3. C. Most explainability techniques are ex-anti techniques.
  4. D. Shapley values rank the importance of model features in predicting the targets. — đáp án hiện tại

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