University of Michigan - Generative AI Teach-Out
- Offered byCoursera
Generative AI Teach-Out at Coursera Overview
Duration | 7 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Schedule type | Self paced |
Official Website | Explore Free Course  |
Credential | Certificate |
Generative AI Teach-Out at Coursera Highlights
- Earn a certificate of completion
Generative AI Teach-Out at Coursera Course details
- This Teach-Out introduces learners to artificial intelligence (AI) and explains how large language models and generative AI tools, like ChatGPT, work
- Explore the ethical use of artificial intelligence, the implications of authorship, and how these tools might be utilized and regulated moving forward
- Generative AI has developed rapidly over the last year and there is growing demand for a variety of AI tools, such as chatbots and visual media generators
- For instance, ChatGPT launched in November 2022 in an effort to enhance natural language processing tasks like translation, text summarization, and text generation
- Within five days of release, ChatGPT crossed 1 million users. By the two-month mark, it surpassed 100 million users
- Concerns regarding the ethical implications of generative AI's usage are emerging, particularly in business and education
- This Teach-Out brings together University of Michigan experts on communication technology, the economy, artificial intelligence, natural language processing, healthcare delivery, architecture, and law to discuss the impacts of generative AI now and into the future
- This Teach-Out will answer:
- - What is generative AI and how does it work?
- - What are the benefits and drawbacks of using generative AI?
- - What are ethical and legal implications of using generative AI?
- - How have society, the economy, and education responded to generative AI?
- - How might generative AI be integrated into society moving forward?
- - How can learners utilize generative AI in their lives?
- All contents of this Teach-Out are licensed as CC BY-SA with the exception of the course image.
Generative AI Teach-Out at Coursera Curriculum
Generative AI Teach-Out
What is a Teach-Out?
What is AI? What is ChatGPT?
What is Generative AI? What are Large Language Models (LLMs)?
GPT's Continual Learning
Generative AI in Art and Architecture
What is Embodied AI?
Emerging Research on LLMs
SEAGULL: Example of Embodied AI
Generative AI’s Perceived Accuracy
Implications of ChatGPT's Humanlike Output
Pros & Cons of ChatGPT's Humanlike Response
Humanlike Output & Logical Reasoning
Interpretability of AI
Writing Good Prompts for ChatGPT
Optional: ChatGPT Example - Simple Math Problem
Optional: ChatGPT Example - Complex Math Problem
Optional: ChatGPT Example - Programming (Part 1)
Optional: ChatGPT Example - Programming (Part 2)
Optional: ChatGPT Example - Character Backstory in Dungeons and Dragons
Setting the Scene: Ethics in AI
Setting the Scene: Limitations of Generative AI Chatbots
Setting the Scene: Plagiarism & Attribution
Bias in AI Training Data
Representation in AI Training Data
Bias & Discrimination in AI Output
Hallucinations
Deep Fakes
AI and Creative Works
Training AI
Building Generative AI Systems
Output Ownership & Monetization
Ownership of AI Generated Art
Implications of Using Different Forms of AI
Data Privacy
Regulation of AI
Society’s Response to New Technology
Short and Long-term Economic Impacts of Generative AI
Short and Long-term Societal Impacts of Generative AI
Economic Responses to Generative AI
Effects on Human Capital
AI, Business, & Entrepreneurship
Challenges for Businesses
Prompt Engineering
Implications on Education
Using ChatGPT for Skill Development
Evolving Skill Development in Art & Architecture
ChatGPT as a Teammate
AI in Medical Care, Practice, & Education
Implications of ChatGPT Passing Certification Exams
AI in Education: Skepticism vs. Cynicism
The Future of ChatGPT
AI for Advice - General Questions & Self-help
AI for Advice - Delicate Questions
Future of AI in Art & Architecture
Emerging Trends on Using AI in Business
Future Opportunities for AI Technologies
Live Q&A Panel - August 23, 2023
Welcome to the Generative AI Teach-Out
Ground Rules for Engagement
How to Navigate the Teach-Out
Meet the Contributors
What is AI and ChatGPT?
Reading: What’s New in this Module?
Introduction to AI APIs
Optional: Supplemental Resources
Generative AI’s Humanlike Output
What’s New in this Module?
Writing Good Prompts for Generative AI
Practice Using Generative AI
Optional: Generative AI Examples
Optional: Example of AI Art Creation
Optional: Supplemental Resources
Ethical Implications & Limitations of Using Generative AI
Reading: What’s New in this Module?
Reading: Citing ChatGPT
Ethics in AI
AI in Multiple Human Languages
Optional: Supplemental Resources
Legal Implications of Generative AI
What’s New in this Module?
Government Regulation
Optional: Supplemental Resources
Impact on Society & Industry
What’s New in this Module?
Impact on Business
Impact on Skill Development & Education
Optional: Supplemental Resources
Current Events & Generative AI
What’s New in this Module?
AI in Hollywood
The Future of Generative AI
Optional: Supplemental Resources
Call to Action
Option 1: Explorer Path
Option 2: Advocacy Path
Live Q&A Panel - August 23, 2023
Thank You for Joining
Introduce Yourself
What questions do you have for the experts?
Sharing Examples of AI
Embodied AI
Considering AI’s Humanlike Output
Share Your Experiences With Generative AI
Reflecting on Ethics in AI
Addressing Ethical Considerations
Addressing Legal Considerations
The Impact of Generative AI
Generative AI in Skill Development & Education
AI in Hollywood
The Future of Generative AI
Your Plan of Action
Tell Us a Little More about You
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How was your experience?
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