AI Bias That Hurt Real People

End-of-lesson check

15 questions · take it digitally for instant feedback at tendril.neural-forge.io/learn/quiz/end-builders-ethics-safety-ai-bias-hurt

1. What is the core idea behind "AI Bias That Hurt Real People"?

   1. AI bias isn't just a theory.
   2. Some districts have explicit deepfake policies in the student handbook.
   3. lifecycle
   4. Flag every factual claim in a draft for sourcing

2. Which term best describes a foundational idea in "AI Bias That Hurt Real People"?

   1. disparate impact
   2. algorithmic bias
   3. wrongful arrest
   4. audit

3. A learner studying AI Bias That Hurt Real People would need to understand which concept?

   1. algorithmic bias
   2. wrongful arrest
   3. disparate impact
   4. audit

4. Which of these is directly relevant to AI Bias That Hurt Real People?

   1. algorithmic bias
   2. disparate impact
   3. audit
   4. wrongful arrest

5. Which of the following is a key point about AI Bias That Hurt Real People?

   1. When AI is used on you, ask what data it was trained on
   2. Push for the right to a human review
   3. Support laws that require AI bias audits
   4. Some districts have explicit deepfake policies in the student handbook.

6. What is the key insight about "Where bias hits hardest" in the context of AI Bias That Hurt Real People?

   1. Some districts have explicit deepfake policies in the student handbook.
   2. Hiring (favoring patterns from past hires), policing (over-flagging certain neighborhoods), lending (denying loans based…
   3. lifecycle
   4. Flag every factual claim in a draft for sourcing

7. What is the key insight about "Review date" in the context of AI Bias That Hurt Real People?

   1. Some districts have explicit deepfake policies in the student handbook.
   2. lifecycle
   3. Reviewed in 2026. Treat fast-changing product names, prices, availability, and policy details as examples to verify befo…
   4. Flag every factual claim in a draft for sourcing

8. Which statement accurately describes an aspect of AI Bias That Hurt Real People?

   1. Some districts have explicit deepfake policies in the student handbook.
   2. lifecycle
   3. Flag every factual claim in a draft for sourcing
   4. AI bias isn't just a theory. Real people have lost jobs, been wrongly arrested, and been denied loans because biased AI made the call.

9. What does working with AI Bias That Hurt Real People typically involve?

   1. In 2018, Amazon scrapped an AI hiring tool that downgraded resumes mentioning women's groups.
   2. Some districts have explicit deepfake policies in the student handbook.
   3. lifecycle
   4. Flag every factual claim in a draft for sourcing

10. Which of the following is true about AI Bias That Hurt Real People?

    1. Some districts have explicit deepfake policies in the student handbook.
    2. The big idea: AI bias has hurt real people. Knowing the cases helps you push for better systems.
    3. lifecycle
    4. Flag every factual claim in a draft for sourcing

11. Which best describes the scope of "AI Bias That Hurt Real People"?

    1. It is unrelated to ethics-safety workflows
    2. It applies only to the opposite beginner tier
    3. It focuses on AI bias isn't just a theory.
    4. It was deprecated in 2024 and no longer relevant

12. Which section heading best belongs in a lesson about AI Bias That Hurt Real People?

    1. Some districts have explicit deepfake policies in the student handbook.
    2. lifecycle
    3. Flag every factual claim in a draft for sourcing
    4. Three ways to push back

13. Which of the following is a concept covered in AI Bias That Hurt Real People?

    1. algorithmic bias
    2. disparate impact
    3. wrongful arrest
    4. audit

14. Which of the following is a concept covered in AI Bias That Hurt Real People?

    1. algorithmic bias
    2. disparate impact
    3. wrongful arrest
    4. audit

15. Which of the following is a concept covered in AI Bias That Hurt Real People?

    1. algorithmic bias
    2. disparate impact
    3. wrongful arrest
    4. audit