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Degrees of Change : What AI Means for Education and the Next Generation.

O'Reilly Online Learning: Academic/Public Library Edition Available online

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Format:
Book
Author/Creator:
Lavista Ferres, Juan M.
Series:
Microsoft AI Economy Institute Series
Language:
English
Subjects (All):
Artificial intelligence--Educational applications.
Artificial intelligence.
Education, Higher--Technological innovations.
Education, Higher.
Physical Description:
1 online resource (355 pages)
Edition:
1st ed.
Place of Publication:
Newark : John Wiley & Sons, Incorporated, 2026.
Summary:
Fresh insights and discussions from the latest research into the impact of AI on higher education AI is transforming every commercial industry it touches.But it's also changing the way we perform science, collect and analyze data, and even educate our young people.
Contents:
Cover
Title Page
Copyright Page
Contents
Foreword
Introduction
Section I Foundations and Frontiers of AI and Education
Chapter 1 A 75-Year Journey and the Diffusion Divide
From Specific Tasks to General Tools
The Impact of Transformers
The Power of Large Language Models
ChatGPT
The Next General Purpose Technology
Is AI the Next GPT?
The Diffusion Divide
Lessons from East Asia
The Fastest Diffusion in Human History
The Building Blocks of AI
Conclusion
Chapter 2 AI, Jobs, and the Meaning of Work
Technology Always Changes Work
Survival and Meaning in Work
Creative Destruction and AI's Distinction
Lessons from History
Technology Creates Efficiencies
Some Jobs Vanish, but New Jobs Appear-and Often Expand the Workforce
We Underestimate the Jobs the Future Will Bring
Technology Tends to Raise Living Standards, Creating New Industries and Opportunities
Conclusion: Steering AI for Human Flourishing
Chapter 3 How AI Is Changing Education
The Reshaping of Education
The Two Faces of AI in Education
The Positive Impacts of AI on Education
The Negative Side of AI on Education
Focus on What Is Timeless
Chapter 4 The Importance of AI Literacy
AI Skills in Modern Life
From Complexity to Accessibility
Understanding the Limitations
A New Kind of Literacy
Limits and Progress
Preparing for the Future
The New Digital Skill Set
Global Implications
Conclusion: Looking Ahead
Section II Human Agency and Ethics in the AI Era
Chapter 5 Is It You? The Importance of Figuring Out What It Means to Be Human in the Age of AI
AI and the Future of Work
The Increasing Importance of Creativity
Six Facets of Creative Thinking
Collaborating with Machines
Strategic Takeaways
Conclusion.
Chapter 6 The Mutual Alignment of AI and Society: Cultivating Complementary Literacies in Ethics and AI
The Question
The Approach
Helping AI Developers Learn About Society: Going Beyond "It's Just a Tool"
Helping Policymakers and the Public Learn About AI: Going Beyond Information Asymmetry
Chapter 7 Humans in Space: Designing to Foster Trust and Fluencies in Human-AI Relationships
The Development of an Interdisciplinary AI Certificate
From Literacies and Competencies to Trust and Fluencies
What Does This Have to Do with Humans in Space?
"Always a Human Somewhere"
Implications for AI Workforce Training and Education
Designing for Humans As They Are, Not As We Wish Them to Be
Translating Implications into Training and Education Design
Implications for Product Design and Practice
Chapter 8 Rethinking AI Accessibility in African Higher Education Institutions Through Inclusive Participation and Policy Reform
Focal Questions Being Addressed
Approach
Results
Key Takeaways
Section III Reimagining Higher Education with AI
Chapter 9 Faculty Visions of Academic Futures with Generative AI
Findings
Education Must Adapt, While Preserving Its Core Mission
Industry Should Focus on Transdisciplinary Use Cases
Governments Must Encourage and Fund Tinkering
Chapter 10 Higher Education's Dual Role in the AI Economy: Balancing Foundational Learning and Micro-Credential Innovation
Discussions
Overall Market
AI-Developing Jobs
AI-Using Jobs
Micro-Credential Space and the Role of Universities
Chapter 11 How Can Higher Education Survive Transformative AI?
Problem and Motivation.
A Plausible Range of Assumptions for Transformative AI
The Implications of Transformative AI for the Economy and Society
Higher Education's Response to TAI
Divergent Scenarios for Higher Education Under TAI
A Business-as-Usual Scenario: Higher Education's Drift to Irrelevance
Four Alternative Futures in a World of Transformative AI
Discussion and Recommendations
Section IV Case Studies in AI-Integrated Learning
Chapter 12 Teaching with the Machine: Designing AI-Augmented Novices to Foster Critical Thinking and Computational Thinking in STEM Education
Introduction: The Dual Challenge of AI in STEM Education
Case Study 1: The MEB Novice Chatbot-A Confidently Wrong Peer
Building a Flawed AI Peer
Classroom Results
Case Study 2: AI in Introductory Programming-Teaching With and Against the Machine
Research Questions
Pedagogical Experiments
Early Findings
Design Principles for AI-Augmented Learning
Implications for Curriculum, Policy, and Assessment
Conclusion: From Tutor to Trickster-Rethinking AI's Role in Learning
Chapter 13 Generative AI Solves Introductory Computer Science Tasks. Now What?
Introductory CS Courses Need to Change
GenAI Changes How Code Is Written
Foundational Skills for Programming with AI Assistants
The Skill: Problem Decomposition
The Skill: Prompting and Working with GenAI
The Skill: Testing and Debugging
Some Initial Results
Course Projects
Student Opinions
Open Questions
When to Introduce GenAI in CS1
What Courses Beyond CS1 Should Look Like
Long-Term Impacts of Using GenAI
A Call for Community Action
Chapter 14 Shaping the Future of Engineering Education: Faculty Insights on AI-Integrated Engineering Education
Theoretical Framework
Methods.
Participants and Sampling
Survey Instrument
Data Analysis
Respondent Demographics
Quantitative Findings
Key Insights and Illustrative Quotations
Discussion
Theoretical and Practical Implications
Recommendations for Systemic Reform
Limitations and Future Research
Chapter 15 Bots and Business Schools: Rethinking Education for the Era of Generative AI
Business Degrees and AI Exposure
Business School Graduate Use of AI
Ways to Implement AI in Business School Classrooms
AI Feedback
AI and Critical Thinking
AI as Instructional Partner
Gaps
Section V Early Signals about AI Skills and the New Job Market
Chapter 16 A Regional and Data-Centered Approach to Workforce Development in an AI Economy
Introduction: Why AI Demands a New Workforce Playbook
The Speed of the AI Transition Requires a Tailored Approach
Area of Focus: Taking a Regional Economic Development Approach, with New Jersey as a Case Study
Foundations-Public Policy, Education, Economic Development
Collaboration Is Crucial
Sharpening the Sector Focus
Research Approach: Mapping AI Skills Needs
Discussion: Early Signals and Potential Actions
Level of AI Integration
Perceived Benefits of AI Adoption
Top Planned Areas for AI Use
Barriers to AI Adoption
Valued Industry Credentials
Looking Ahead: Sector-Specific Insights and Action Plans
Conclusion: Toward a Continually Learning Labor Market for the AI Era
Chapter 17 College, Careers, and the Rise of AI
Background
Methods and Data
Insights
Chapter 18 AI Skills Wanted: How AI Technologies Create Demand for Skilled Workers
How Technological Innovations Change the Skill Demands of Occupations.
The Rise of AI Skills in the Modern Economy
AI's Growing Skill Premium
Beyond Pay: Non-Monetary Rewards for AI Talent
AI Skills Improve Employability
Chapter 19 Higher Education For and In the Age of AI
A Bit of History
Computer Science Careers and AI: Myth vs. Reality
Higher Education for the Age of AI
Higher Education in the Age of AI
Computer Science in the Age of AI
About the Editor and Lead Author
About the Authors/Scholars
Acknowledgments
Appendix: Additional Resources
Index
EULA.
Notes:
Description based on publisher supplied metadata and other sources.
ISBN:
1-394-41307-6
9781394413072
OCLC:
1569123130

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