Impact, Ethics, and Issues with Generative AI

IBM via edX

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Overview

In this course, you will explore the impact of generative artificial intelligence (AI) on society, the workforce, organizations, and the environment. This course is suitable for anyone interested in learning about the ethical, economic, and social implications of generative AI and how generative AI can be used responsibly. It will benefit professionals, executives, policymakers, and students. In this course, you will learn about the ethical concerns of generative AI, including data privacy, biases, copyright infringement, and hallucination. You will identify...

Syllabus

Welcome

Video: Course Introduction
Reading: Course Overview
Reading: Program/Specialization Overview
Reading: Helpful Tips for Course Completion
General Information
Learning Objectives and Syllabus
Grading Scheme

Module 1: Limitations and Ethical Issues of Generative AI

Reading: Module Introduction and Learning Objectives
Video: Limitations of Generative AI
Video: Issues and Concerns About Generative AI
Video: Hallucinations of Text and Image-Generating LLMs
Video: Hallucinations of Code-Generating LLMs
Lab: Hallucinations of LLMs
Video: AI Portraits and Deepfakes
Lab: Creating AI Portraits
Video: Enhancing LLM Accuracy with RAG
Video: Legal Issues and Implications of Generative AI
Discussion Prompt: Ethical Issues about Generative AI
Expert Viewpoints Video: Issues and Ethical Concerns Associated with Generative AI
Expert Viewpoints Video: Limitations and Challenges of Generative AI
Expert Viewpoints Video: Regulating Challenges Posed by Generative AI
Reading: Module Summary
Practice Quiz: Limitations, Concerns, and Issues of Generative AI
Graded Quiz: Limitations and Ethical Issues of Generative AI

Module 2: Social and Economic Impact and Responsible Generative AI

Reading: Module Introduction and Learning Objectives
Video: Considerations for Responsible Generative AI
Video: Implementing Responsible Generative AI Across Domains
Lab: Ethical Considerations for Generative AI in Different Domains
Video: AI Ethics: Perspective of Key Players
Practice Quiz: Considerations for Responsible AI
Video: Economic Implications of Generative AI
Video: Social Implications of Generative AI
Video: A Reimagined Workforce with Generative AI
Discussion Prompt: Generative AI's Influence on Mental Health
Expert Viewpoints Video: AI Ethics Understanding the Focus of Key Players
Expert Viewpoints Video: What are the Key Considerations for the Responsible Use of Generative AI
Expert Viewpoints Video: Impact of Generative AI on Society
Expert Viewpoints Video: Integrating Generative AI into Organizational Culture
Reading: Module Summary
Practice Quiz: Social and Economic Impact
Graded Quiz: Social and Economic Impact and Responsible Generative AI