Unveiling the Mystery

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Questions and Answers

Which term refers to the lack of transparency or interpretability of a machine learning model's decision-making process?

  • Opaque box
  • Transparent box
  • White box
  • Black box (correct)

What are black box models often criticized for?

  • Being difficult to interpret (correct)
  • Being transparent
  • Being easily understood by humans
  • Being inefficient

In which fields are the concerns regarding black box models particularly concerning?

  • Technology, fashion, or sports
  • Healthcare, finance, or law enforcement (correct)
  • Transportation, construction, or hospitality
  • Education, agriculture, or entertainment

What are researchers developing to address the concerns of black box models?

<p>More transparent and explainable AI models (D)</p> Signup and view all the answers

What is one approach mentioned in the text to make AI models more transparent?

<p>Developing models to supply visualizations of their decision-making processes (B)</p> Signup and view all the answers

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