AI Ethics

  1. How would you describe the thesis (or theses) of this article?How does that relate to the title? And why
    would we discuss this issue in an applied ethics class (1a-2a)
  2. How does he restrict the scope of his claim? (1b) Is he right to do this in your view?
  3. The author proposes 5 possibilities for why we would want XAI. Of the five, which do you find the most
    convincing? Which is the least convincing? (2a-4b) Would you add anything to the list?
  4. What is the broadest distinction between methods of interpretability? (4b-5b) Put this distinction in your own
    words.
  5. What is the main analogy for “text explanations” (5b-6a)? Could this be successful, in your opinion? (7b)
  6. Why is it problematic to claim that, strictly speaking, linear models are more “interpretable” than neural
    networks? (7a)

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