Practice Human-in-the-loop (hitl) (16.6.3) - Ethics and Responsible AI

Practice: Human-in-the-Loop (HITL)

Lesson 16.6.3Ethics and Responsible AI

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8 questions

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Exercise
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6 sample questions

Question 1.
Define Human-in-the-Loop (HITL).
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Think about who is involved in ensuring AI makes the right decisions.
Question 2.
What is one benefit of using HITL in AI?
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Consider the role of a human checking an AI's work.
3Question 3.
What does the Human-in-the-Loop framework emphasize?
- Complete automation
- Exclusively human decisions
- Integration of human judgment in AI
- Elimination of human roles
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Consider what roles humans play in assisting AI.
4Question 4.
True or False: HITL is only necessary in high-risk situations.
- True
- False
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Think about everyday applications of AI that also require some oversight.
Question 5.
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.
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Think about community input and oversight mechanisms.
Question 6.
Design an outline for an HITL framework in an ethical AI application of your choosing, specifying stages where human involvement is critical.
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Consider what aspects of AI require human insight to ensure ethical decisions.

4 more questions in this section. Enroll free to practise them all.