Resources
AI in Education
Books
- Brave New Words: How AI Will Revolutionize Education (and Why That's a Good Thing) - Salman Khan (2024)
- AI for Educators: Learning Strategies, Teacher Efficiencies, and a Vision for an Artificial Intelligence Future - Matt Miller (2023)
- The A.I. Roadmap: Human Learning in the Age of Smart Machines - Dr. John Spencer (2023)
- The AI Classroom: The Ultimate Guide to Artificial Intelligence in Education - Dan Fitzpatrick, Amanda Fox, Brad Weinstein (2023)
Research – Open Access
- Benefits, Challenges, and Methods of Artificial Intelligence (AI) Chatbots in Education: A Systematic Literature Review - International Journal of Technology in Education (IJTE), 7(1), 19-39 - Gokcearslan, S., Tosun, C., & Erdemir, Z.G. (2024)
- Algorithmically-driven Writing and Academic Integrity: Exploring Educators' Practices, Perceptions, and Policies in AI Era - International Journal for Educational Integrity - Leah Gustilo, Ethel Ong & Minie Rose Lapinid (2024)
- Postplagiarism: Transdisciplinary Ethics and Integrity in the Age of Artificial Intelligence and Neurotechnology - Int J Educ Integr 19, 23 - Eaton, S.E. (2023)
- AI Literacy in K-12: A Systematic Literature Review - IJ STEM Ed 10, 29 - Casal-Otero, L., Catala, A., Fernández-Morante, C., Taboada, M., Cebreiro, B., & Barro, S. (2023)
- Using Chatgpt for Second Language Writing: Pitfalls and Potentials - Assessing Writing - Barrot, J. (2023)
- Systematic Literature Review on Opportunities, Challenges, and Future Research Recommendations of Artificial Intelligence in Education - Computers and Education: Artificial Intelligence - Chiu, T. K., Xia, Q., Zhou, X., Chai, C. S., & Cheng, M. (2023)
- State of the Art and Practice in AI in Education - European Journal of Education - Holmes, W., & Tuomi, I. (2022)
- A Review of Artificial Intelligence (AI) in Education from 2010 to 2020 -Complexity - Zhai, X., Chu, X., Chai, C. S., Jong, M. S. Y., Istenic, A., Spector, M., ... & Li, Y. (2021)
- Artificial Intelligence Applications to Support K–12 Teachers and Teaching - Robert F. Murphy (2019)
Research – Access through University Library
- An Equitable Approach to Academic Integrity Through Alternative Assessment. In Second Handbook of Academic Integrity (pp. 1261-1272). - Springer Nature Switzerland – Elkhoury E. (2024)
- Ethical principles for artificial intelligence in K-12 education. Computers and Education: Artificial Intelligence, 4(100131-) - Adams, C., Pente, P., Lemermeyer, G., & Rockwell, G. (2023)
- The Future of Artificial Intelligence in Special Education Technology - Journal of Special Education Technology - Marino, M. T., Dieker, L., Vasquez, E., Basham, J., & Blackorby, J. (2023)
- K-12 Education in the Age of AI: A Call to Action for K-12 AI Literacy - International Journal of Artificial Intelligence in Education (Springer Science & Business Media B.V.) - Wang, N., & Lester, J. (2023)
- Can ChatGPT Pass High School Exams on English Language Comprehension? - International Journal of Artificial Intelligence in Education: Official Journal of the International AIED Society- de Winter, J. C. F. (2023)
- The Promises and Challenges of Artificial Intelligence for Teachers: a Systematic Review of Research - TechTrends: Linking Research & Practice to Improve Learning - Celik, I., Dindar, M., Muukkonen, H., & Järvelä, S. (2022)
- The Academic Integrity Technological Arms Race and its Impact on Learning, Teaching, and Assessment - Canadian Journal of Learning and Technology - Eaton, S. E. (2022)
- Teachers’ trust in AI‐powered educational technology and a professional development program to improve it - British Journal of Educational Technology - Nazaretsky, T., Ariely, M., Cukurova, M., & Alexandron, G. (2022)
- Ethical Use of Technology in Digital Learning Environments: Graduate Student Perspectives. - The University of Alberta’s Education and Research Archive - Kourtney Kerr, Barbara Brown, Verena Roberts, Michele Jacobsen, Christie Hurrell, Kourtney Kerr, Heather van Streun, Nicole Jean Neutzling, Jeff Lowry, Simo Zarkovic, Jennifer Ansorger, Terri Marles, Emma Lockyer, & Dean Parthenis (2020)
Research – Access through University Library
- Use Cases for Generative AI in Education: User Research Report - Government of the United Kingdom. Department of Education. (2024)
- Artificial Intelligence and Future of Teaching and Learning: Insights and Recommendations - U.S. Department of Education, Office of Educational Technology (2023)
- AI and Education: Guidance for Policy-Makers - UNESCO (2021)
Other Articles
- Artificial Intelligence and the Coming Revolution - Simon Fraser University - Nicky Didicher (2023)
- Is ChatGPT triggering a new or transformed pedagogy? - Teach Online, Ontario (2023)
- Vivek Ramakrishnan, MBA ’23: How AI Could Help Solve the School Literacy Crisis - Stanford Graduate School of Business - Sarah Murray (2023)
- Parenting in the Age of AI Recorded Livestream - Alberta Machine Intelligence Institute (AMII) (2023)
- Alberta Teachers have mixed views on AI - Alberta Teachers’ Association - Dr. Phil McRae (2024)
- AI and Our Kids: Common Sense Considerations and Guidance for Parents, Educators, and Policymakers - Common Sense Media (2023)
On the News
- Artificial Intelligence in Education; Teachers' Opinions on AI in the Classroom - Forbes – Ilana Hamilton (2024)
- Opinion: An ‘Education Legend’ Has Created an AI That Will Change Your Mind About AI - Washington Post - Josh Tyrangie (2024)
- AI Use is Rapidly Growing in Ontario Classrooms. - The Star - Isabel Teotonio (2024)
- He’s the First-ever Chief AI Officer at a Canadian University: How Chatgpt Is Changing Post-secondary - Toronto Star - Janet Hurley (2024)
- Should Students Use Apps to Write Assignments? - CBC - Jonathan Sharp, Dr. Sarah Eaton interview (2023)
- Teachers Are Split on Bringing ChatGPT into Elementary, High Schools - CBC - J. Wong (2023)
- AI Is Forcing Teachers to Confront an Existential Question - The Washington Post - Molly Roberts (2023)
AI: A History and A Future
Books
- Co-Intelligence: Living and Working with AI - Ethan Mollick (2024)
- The Coming Wave: Technology, Power, and the Twenty-first Century's Greatest Dilemma - Mustafa Suleyman with Michael Bhaskar (2023)
- Non-Computable You: What You Do That Artificial Intelligence Never Will - Robert J. Marks II (2022)
- Genius Makers: The Mavericks Who Brought AI to Google, Facebook, and the World - Cade Metz (2022)
- Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World - Marco Iansiti and Karim R. Lakhani (2020)
Newsletters and Podcasts
- Approximately Correct Podcast Blog Post (Podcast on Spotify) - Alberta Machine Intelligence Institute (AMII)
(AI in Education episode released February 27th, 2024, featuring Amii Fellows Dr. Alona Fyshe and Dr. Adam White and Jill Kowalchuk, Amii’s K-12 Education Advisor) - One Useful Thing - Dr. Ethan Mollick
Government and Intergovernmental Publications
- UNESCO Women for Ethical AI: Outlook Study on Artificial Intelligence and Gender - United Nations Educational Scientific and Cultural Organization (UNESCO) (2024)
- Guide to the use of generative AI in Canada - Government of Canada (2024)
- Voluntary Code of Conduct on the Responsible Development and Management of Advanced Generative AI Systems - Innovation, Science and Economic Development Canada (2023)
- Ontario’s Trustworthy Artificial Intelligence (AI) Framework - Government of Ontario (2023)
- Maximizing Strengths and Spearheading Opportunity: An Industrial Strategy for Canadian AI - Information and Communications Technology Council - Brandusescu, A., Cutean, A., Dawson, P., Davidson, R., Matthews M., and O’Neill, K. (2021)
Other Articles
- The GenAI App Step You’re Skimping On: Evaluations - MIT Sloan Management Review - Rama Ramakrishnan (December 2024)
- Something New: On OpenAI's "Strawberry" and Reasoning - One Useful Thing Newsletter - Ethan Mollick (September 2024)
- How Are Companies Really Using AI? A New Report Has Answers - Knowledge at Wharton – Angie Basiouny featuring Dr. Stefano Puntoni (November 2024)
- Strategy in an Era of Abundant Expertise - Harvard Business Review - Bobby Yerramilli-Rao, John Corwin, Yang Li, and Karim R. Lakhani (November 2024)
- A Practical Guide to Gaining Value From LLMs - MIT Sloan Management Review - Rama Ramakrishnan (November 2024)
On the News
- The Power of AI Is In Our Hands. What Do We Need to Know? - Lisa Szabo (2024)
- Our Edmonton: Alberta Machine Intelligence Institute (2023)
- Edmonton has been doing AI for a long time ... here's why - CBC - Adrienne Lamb, Rick Bremness (2023)
How AI Works
Research - Open Access
- GSM-symbolic: Understanding the limitations of mathematical reasoning in large language models - arXiv - Mirzadeh, I., Alizadeh, K., Shahrokhi, H., Tuzel, O., Bengio, S., & Farajtabar, M. (October 2024)
Other Publications
- LLM Reasoning: Key Ideas and Limitations - Google DeepMind - Denny Zhou (April, 2024)
- The 6 Principles of AI-Ready Data - Qilk (2024)
- An Introduction to Retrieval-Augmented Generation - DOCEO AI (2024)
- What is AI? We drew a flowchart to help you figure it out - MIT Technology Review – Karen Hao (2018)
Educational Videos
- Neural Networks Playlist - 3Blue1Brown (Ongoing)
- Machine Learning Playlist - StatQuest with Josh Cramer (Ongoing)
- Neural Networks/ Deep Learning Playlist - StatQuest with Josh Cramer (Ongoing)
- How ChatGPT Learned to Reason - Art of the Problem (November 2024)
- ChatGPT: 30 Year History (How AI Learned to Talk) - Art of the Problem (2023)
Courses on AI
- What is Generative AI? - LinkedIn Learning
- Generative AI for Everyone - ai free course
- Introduction to Responsible AI - Google Cloud free course
- Foundations of Prompt Engineering - AWS free course
- ChatGPT Prompt Engineering for Developers - DeepLearning.ai free course
- Introduction to Generative AI -Google Cloud free course
- HarvardX: CS50's Introduction to Artificial Intelligence with Python - edX free course offered by Harvard with optional certificate
- ChatGPT for Everyone - Learn Prompting free course
- HarvardX: Data Science: Machine Learning - edX free course offered by Harvard with optional certificate
- LangChain for LLM Application Development - DeepLearning.ai free course
- Strealining Your Work iwth Copilot - LinkedIn Learning
- Microsoft Azure AI Fundamentals: Generative AI - Microsoft Learn free course
- Generative AI Learning Plan for Decision Makers - AWS free course
- Generative AI with LLMs - Coursera course
Tools and Resources for AI in Education
- Amii AI in K-12 Digital Learning Kits - Alberta Machine Intelligence Institute (AMII) (2024)
Learning kits explore four topics:
- Harnessing the Potential of ChatGPT covers Large Language Models (LLMs) such as ChatGPT, and helps students utilize LLMs responsibly
- AI in the Real World focuses on the societal impacts of AI, encouraging students to think critically – not only about AI, but technology more generally
- Careers Reimagined looks at AI's profound impact on diverse industries and the career pathways it opens up
- Computer Science in the Age of AI works to develop AI competency in the Computer Science Program of Studies through project work and learning activities
- Framework for AI in Education - A Guide for Edmonton Public Schools guide – Thomas Rogers (2024)
- [Coursera Course] AI in Education: Leveraging ChatGPT for Teaching - Coursera – Ethan Mollick
- Some Tips for Using AI in school - Alberta Teachers Association - Dennis Theobald (2024)
- PostPlagiarism: Ethics and Integrity in the Age of Generative Artificial Intelligence. - Sarah Eaton (2024)
- Types of Oral Assessment - Athabasca University – Eliana Elkhoury (2023)
- AI Pedagogy Project - metaLAB at Harvard (2023)
The AI Pedagogy Project is an open repository of curated assignments, activities, and prompts that educators can leverage within their classrooms to initiate some of these conversations – a resource to help support disparate fields in contributing critical perspectives to societal and ethical debates about the governance, ethics, and design of AI tools and systems . - AI Guidance for Schools Toolkit - Code.org, CoSN, Digital Promise, European EdTech Alliance, and PACE (2024)
- 47 Best ChatGPT Alternatives (ChatGPT is Not the Only Tool for Education!) - S. Wanasek (2024)
- Magic Tools - AI Tools for Educators - Magic School
- Are There Any Resources for Educators to Learn More About AI? - OpenAI (last Updated: 2023)
- K-12 Generative Artificial Intelligence (Gen AI) Readiness Checklist - The Council of the Great City Schools (CGCS) and CoSN (Consortium for School Networking) in partnership with Amazon Web Services (AWS) (2023)
- Artificial Intelligence & Generative AI Empowering a Deeper Conversation (1 pager for Superintendents) - CoSN (Consortium for School Networking) & the School Superintendents Association (2023)
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