Optimizing AI in Higher Education : SUNY FACT² Guide, Second Edition / Lynn Aaron, [and nine others].

Format:

Book

Author/Creator:

Aaron, Lynn, author.

Language:

English

Subjects (All):

Artificial intelligence--Educational applications.

Artificial intelligence.

Physical Description:

1 online resource (121 pages)

Place of Publication:

Albany : State University of New York Press, 2024.

Summary:

This document presents information and solutions to educators across the spectrum of enthusiasm and adoption interests,empowering everyone to make educated decisions for themselves and their students regarding generative AI.

Contents:

Intro

Contents

Executive Summary

Foreword

To The Reader

How to Use the Guide

Acknowledgements

AI in Context

AI Meets the Public

A Year in AI

AI Capabilities

AI Bias Concerns

Algorithmic Bias

Data Management and Media Literacy

Societal Impact

AI in Society: Ethical and Legal Issues

Intellectual Privacy Considerations

Fair Use Vs. Copyright

Licensing and Fair Compensation

Impact On Trademark Infringement

AI Trademark Infringement

AI Literacy

AI Literacy in Everyday Living

Misinformation and Disinformation

Policy Considerations in Teaching and Education

Opportunities and Threats in Higher Education

Equity and Access in Higher Education

Dealing with Academic Integrity

Integrity Problems with AI

False Honesty of AI

Psychological Impact of AI

The Responsibility of Educators

The Impact of AI in Other Contexts

Information Security Concerns

AI Policy Suggestions

Additional Resources

AI in Course Development and Assessment

Uses of AI Technologies in Higher Education

AI-powered personalized learning

Intelligent tutoring systems

Automated grading and assessment

Virtual and augmented reality

Intelligent content creation

Data analytics for educational insights

Language learning and translation

Intelligent learning management systems

AI Capabilities for Students

AI Tools for Student Writing Tasks

AI Capabilities for Faculty

Suggestions for Faculty AI Use

Prompt Engineering for Instructors

Setting Expectations in Your Classes

AI Tools to Promote Student Learning and Success: Examples

In-Class Activities

Writing Assignments

AI Tools for Research Assignments

Lab Reports

Accessibility

Considerations for Online Classes

AI Tools Can Support Teaching: Examples. AI in Student Research and Creative Works

The Role of AI in the Student's Research/Creation Process

AI as it Pertains to the Intellectual Growth of the Student Researcher

Using AI to Develop Research and Scholarship

Opportunities

Risks

Citing/Disclosing

Using AI to Evaluate Research and Scholarship

Funder and Publisher Guidelines

Using AI in Creative Works

Copyright, Intellectual Property and Applications in Creative Industries

Generative AI in Student Creative Works

Summary and Additional Considerations

Evaluating AI Tools in Higher Education

Student Evaluation Practices and Assessment Strategies

AI's Impact on Summative Assessment: An Example

Alternative Grading Strategies

Challenges with AI Detection Products

Strategies for Pedagogical Evaluation

Strategies for Technology Evaluation

Strategies for Accessibility and DEI Evaluation

Strategies for Student Input

Special Section: A Brief History of AI

Conclusion

What Does the Future with AI Look Like?

Job Market

Scientific Discovery

Cyber Security

AI and Mindreading

Interspecies Communication

After Death Communication (in a way)

Appendix A: Timeline

Appendix B: Algorithmic/Machine-Learning Bias

Machine Learning Bias

Examples of Algorithmic Bias

Appendix C: AI Tool Evaluation Examples

Example A: Midjourney

Example B: Almanack.ai

Example C: Learnt.ai

Appendix D: Glossary

References.

Notes:

Description based on publisher supplied metadata and other sources.

Includes bibliographical references.