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Trustworthy Generative AI
  • Level Beginner
  • Ratings
  • Duration 8 hours
  • Course by Vanderbilt University
  • Total students 40,599 enrolled
  • Offered by

About

We see lots of news reports of Generative AI tools, such as ChatGPT, making mistakes and producing inaccurate information. Many of these mistakes happen because humans use the tools in the wrong way - trying to solve unsuitable problems and not thinking about risk. Hallucination isn't a bug, it's a feature when you approach problems correctly. This course teaches techniques for determining if a problem fits Generative AI's capabilities, framing problems to reduce risk, prompt engineering for trust, and appropriate human engagement in the process. Students learn concrete prompt designs, how to check outputs, how to use Generative AI for ideation and creation, ways to augment human skills, and more ethical, beneficial applications.

The course will show how you can:

- Leverage prompt engineering techniques to generate more reliable outputs
- Master methods to verify and validate outputs
- Frame problems in alternative ways to reduce risk
- Apply generative AI for creative ideation
- Use Generative AI in ways that augment rather than replace human reasoning and creativity

Skills you learn

Modules

The Right Types of Problems to Solve with Generative AI

    • 8 Videos
    • 2 Readings
    • 1 Assignment
Show info about module content

1 Assignment

  • Appropriate Problems & ACHIEVE

8 Videos

  • Introduction
  • Generative AI is Not a Source of Facts
  • Make Sure Checking if the Answer is Correct is Easy
  • Avoid Hard to Check Answers
  • Look for Problems Where Partial Answers Provide Value
  • Think About Risk
  • Does the Use Benefit You as a Human?
  • ACHIEVE

2 Readings

  • The ACHIEVE Framework
  • Learning More & Staying Connected

FINE: Prompt Engineering & Problem Formulation for Trust

    • 4 Videos
    • 3 Readings
    • 1 Assignment
Show info about module content

1 Assignment

  • Untitled

4 Videos

  • Filtering
  • Ideation
  • Navigation
  • Expertise

3 Readings

  • Prompt Patterns for Filtering & Citation
  • Ideation and Creativity
  • Prompt Patterns for Navigation
Dr. Jules White
Instructor

Dr. Jules White