Practice Human-in-the-Loop (HITL) - 16.6.3 | 16. Ethics and Responsible AI | Data Science Advance
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Practice Questions

Test your understanding with targeted questions related to the topic.

Question 1

Easy

Define Human-in-the-Loop (HITL).

πŸ’‘ Hint: Think about who is involved in ensuring AI makes the right decisions.

Question 2

Easy

What is one benefit of using HITL in AI?

πŸ’‘ Hint: Consider the role of a human checking an AI's work.

Practice 4 more questions and get performance evaluation

Interactive Quizzes

Engage in quick quizzes to reinforce what you've learned and check your comprehension.

Question 1

What does the Human-in-the-Loop framework emphasize?

  • Complete automation
  • Exclusively human decisions
  • Integration of human judgment in AI
  • Elimination of human roles

πŸ’‘ Hint: Consider what roles humans play in assisting AI.

Question 2

True or False: HITL is only necessary in high-risk situations.

  • True
  • False

πŸ’‘ Hint: Think about everyday applications of AI that also require some oversight.

Solve and get performance evaluation

Challenge Problems

Push your limits with challenges.

Question 1

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.

πŸ’‘ Hint: Think about community input and oversight mechanisms.

Question 2

Design an outline for an HITL framework in an ethical AI application of your choosing, specifying stages where human involvement is critical.

πŸ’‘ Hint: Consider what aspects of AI require human insight to ensure ethical decisions.

Challenge and get performance evaluation