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2 cards from this section. Quick, good the night before a test.
What does XAI stand for?
Think about AI that you can understand.
Name one area where XAI is crucial.
Consider where decisions can have serious impacts.
What does XAI aim to enhance in AI systems?
Consider what matters most when using AI in critical areas.
True or False: Local interpretability explains why a model made a specific prediction.
Think about how you'd ask a model about its decisions.
You are tasked with explaining the decisions made by a deep learning model predicting loan approvals. How would you approach this using XAI?
Think about breaking down a complex machine into understandable parts.
Discuss how a lack of interpretability in AI systems could lead to ethical violations in healthcare.
Consider how understanding decisions is vital in life-critical environments.
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