16.6.3 - Human-in-the-Loop (HITL)
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Practice Questions
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Define Human-in-the-Loop (HITL).
💡 Hint: Think about who is involved in ensuring AI makes the right decisions.
What is one benefit of using HITL in AI?
💡 Hint: Consider the role of a human checking an AI's work.
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Interactive Quizzes
Quick quizzes to reinforce your learning
What does the Human-in-the-Loop framework emphasize?
💡 Hint: Consider what roles humans play in assisting AI.
True or False: HITL is only necessary in high-risk situations.
💡 Hint: Think about everyday applications of AI that also require some oversight.
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Challenge Problems
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Evaluate a scenario where an AI system in predictive policing has been criticized for biased outcomes. Discuss how HITL could have been implemented to mitigate these biases.
💡 Hint: Think about community input and oversight mechanisms.
Design an outline for an HITL framework in an ethical AI application of your choosing, specifying stages where human involvement is critical.
💡 Hint: Consider what aspects of AI require human insight to ensure ethical decisions.
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