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1. Which of the following statements about Reinforcement Learning from Human Feedback (RLHF) are true?

  • RLHF helps to align an LLM to human preferences, and can reduce the bias of an LLM’s output.
  • After applying RLHF, an LLM will reflect a similar degree of bias and toxicity as text on the internet.
  • RLHF fully addresses all concerns about AI.
  • RLHF is a common technique for training a small (say 1B parameter) LLM to do as well as a larger (say 10B parameter) one.

2. True or False. Because AI automates tasks, not jobs, absolutely no jobs will disappear because of AI.

  • True
  • False

3. If we manage to build Artificial General Intelligence (AGI) some day, which tasks should AI be capable of performing? (Check all that apply.)

  • Predict the future (such as make stock market and weather predictions) with perfect accuracy.
  • Compose the music for a movie soundtrack.
  • Write a software application to let users manage their household spending budgets.
  • Learn to drive a car in roughly 20 hours of practice.

4. You are working on a chatbot to serve as a career coach for recent college graduates. Which of the following steps could you take to ensure that your project follows responsible AI? (Check all that apply.)

  • Engage diverse recent college graduates and ask them to offer feedback on the output of your chatbot.
  • Organize a brainstorming session to identify problems that could arise for users chatting with the career coach.
  • Allow a single engineer on your team to determine whether the output of the chatbot is helpful, honest, and harmless.
  • Engage employers (because they are a key stakeholder group) and ask them to offer feedback on the output of your chatbot.

5. Now that you’ve made it to the end of the course, which of these statements are true? (Please check all, because all apply!)

  • You understand how Generative AI technology works, and what it can and cannot do.
  • You’re well positioned to use Generative AI responsibly to help yourself and others.
  • You’ve achieved the significant accomplishment of finishing this course.
  • Andrew is thrilled at your completing, and sends you his warmest thank you and congratulations!