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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?
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?
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?
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?
What are researchers developing to address the concerns of black box models?
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What is one approach mentioned in the text to make AI models more transparent?
What is one approach mentioned in the text to make AI models more transparent?
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