Sometimes you do a project and think it’s done. You archive it, link to it from your blog, and move on. And then, years later, it finds a second life you never anticipated. A few years ago, during the pandemic, I was part of one of the most enjoyable projects I’ve...
Large Language Models and Intelligent Tutoring Systems: Conflicting Paradigms and Possible Solutions
I have a new chapter out, co-authored with Danielle McNamara, Gregory Goodwin, and Diego Zapata-Rivera, in the latest volume of Design Recommendations for Intelligent Tutoring Systems (Volume 12: Generative Artificial Intelligence), edited by Anne Sinatra, Vasile Rus,...
Danielle McNamara on Magic Tutors, Learning Engineering & AI’s Role in Education
Over the years, our column series in TechTrends has explored the intersections of creativity, education, and emerging technologies. Recent articles have examined how GenAI shapes curiosity, how it complicates writing instruction, and what it means to personalize...
An AI Premortem: A New Direction for Students in an AI World
When social media first entered our world, educators—myself included—focused narrowly on strategies for incorporating these tools into classroom contexts. We were so busy figuring out the "how" of implementation that we paid far less attention to the "what if" of...
The Curiosity Paradox: How Sycophantic GenAI May Undermine Learning
Over the years, our column series in TechTrends has explored the intersections of creativity, education, and emerging technologies. Over the past year, we've examined GenAI's impact through interviews with leading thinkers, practitioner studies, and conceptual pieces...
TPACK Handbook 3rd Edition (Plus: Covers that didn’t make it)
Twenty years. That's how long it's been since Matt Koehler and I published the 2006 article that gave the TPACK framework its name. The core ideas have aged reasonably well, even as the technologies around us have shape-shifted in ways we never anticipated. What we...
GenAI & Trans-disciplinary Creativity: New Book Chapter
What does the advent of AI mean for human creativity? That is the focus of a new book, Generative Artificial Intelligence and Creativity: Precautions, Perspectives, and Possibilities, edited by Matthew J. Worwood and James C. Kaufman. And as it happens, Danah...
The Real AI Challenge: Building Systems That Adapt, Not Just Adopt
“The environment is where we all meet, where we all have a mutual interest; it is the one thing all of us share. It is not only a mirror of ourselves, but a focusing lens...” ~ Lady Bird Johnson “A system is never the sum of its parts; it’s the product of their...
Beyond Tools and Training: Building Sustainable Learning Environments that Evolve with AI
Our TechTrends series on technology, learning and creativity, has focused recently on generative AI's impact on education through expert interviews, practitioner experiences, and historical analyses. This article addresses a critical challenge: How do we create...
Subversion as Literacy: Foreword in “Critical AI in K-12 Classrooms”
A little less than a year ago, my friends and colleagues, Marie Heath and Stephanie Smith Budhai reached out to me asking me if I would be willing to write a foreword to their book Critical AI in K-12 Classrooms: A Practical Guide for Cultivating Justice and Joy. I...
From the Archives: My First Paper on Design
Earlier today I had a Zoom call with a doctoral student interested in having me on her comprehensive examination committee. During our conversation, she expressed interest in understanding the idea and process of design, particularly as it applies to educational...
Beyond Classroom Walls: The New Psycho-Social Ecology of GenAI
In our new paper published in AI-Enhanced Learning, my colleagues Nicole Oster, Lindsey McCaleb, and I argue that while educators debate classroom integration strategies, the most profound transformation is happening outside traditional learning environments. We...
The perfectly wrong person for the job: My essay on the future of the orchestra
Note to readers: This is the story of how I came to write an essay called "Why Gödel and Escher But Not Bach" for a book about the future of orchestras. I should add that I know almost nothing about orchestras and feel deeply uncomfortable in public classical music...
The Page is a Stage: AI Debates as Academic Theater
Sometimes the best academic work emerges from moments of pure play. That’s certainly true for our recent paper “The Staging of AI: Exploring Perspectives About Generative AI, Creativity and Education,” which just appeared in the Journal of Interactive Media in...
Brains Without Minds, Eyes Without Hands: Revisiting Visual Literacy in a GenAI World
Everyone seems to be clamoring for AI literacy these days—how to prompt effectively, how to spot AI-generated content, how to integrate these tools into workflows. I have been critical of this phenomena, see my post on pencil literacy and a new definition of literacy...
Between Imperative and Panic: Navigating AI’s Educational Moment with Leon Furze
Over the years, our column series in TechTrends has explored the intersections of creativity, education, and emerging technologies. Over the past year, we’ve explored a wide range of perspectives on GenAI through interviews with leading thinkers like Ethan Mollick,...
From Symbols to Statistics: The Parallel Histories of Machine and Human Learning
Over the past 12 years, we have been writing a regular column in TechTrends, broadly focused on "Rethinking Creativity and Technology in Education." More recently, we've focused our attention on the role of GenAI in teaching, learning and creativity. In our previous...
Teacher Education in the Age of GenAI: Special issue of the Journal of Teacher Education
Note: This post was cross-posted on the AACTE/ EdPrep Matters website on April 30, 2025. I am excited to announce that the special issue of the Journal of Teacher Education devoted to GenAI and educator preparation is now published. Back in August of 2023 the members...
Designing for Creative Learning: New book chapter
I'm excited to share my recent work with colleagues Richard West, Jason McDonald, and Melissa Warr exploring how instructional designers can intentionally foster creativity through Gl?veanu's 5A Framework. It was published in the prestigious Oxford Handbook of...
Control vs. Agency: Exploring the History of AI in Education
Over the past 12 years we have been writing a regular column in TechTrends, broadly around "Rethinking Creativity and Technology in Education." More recently, we have been exploring the complex relationship between emerging technologies and educational practices, with...
GenAI and the Education Doctorate: New Article
Note (added March 6, 2025): The article described below made it to the College's newsletter in a story titled: Integrating GenAI at the doctoral level, with a special focus on all the faculty from MLFC who had articles in the special issue. I am pleased to share this...
Special issue on TPACK in Context, with a new & improved model
Since we first introduced the TPACK model in 2006, the role of context has been a subject of ongoing discussion and evolution. The journey began with a grey smudge in 2008, in the first TPACK (actually then called TPCK) Hanbook. This evolved into the now canonical...
Call for Papers (Special Issue) on GenAI, Games & Learning
I'm excited to announce a special issue of Education Sciences that I'm co-editing with Dr. Ashish Amresh, Lindsey McCaleb and Nicole Oster, focusing on the intersection of generative AI and game-based learning in learning. As generative AI reshapes education and...
Mairéad Pratschke On GenAI, Creativity, Culture and the Future of Learning
Over the years, our column series in TechTrends has explored the evolving relationship between technology, creativity, and education. Recently, we've been particularly focused on understanding how generative AI is reshaping teaching and learning through conversations...
To thine own mind be true: Understanding cultural technologies, from cave walls to ChatGPT
For almost 12 years now we have been writing a column series for the journal TechTrends, exploring the intersection of technology, creativity, and learning. Recently, my colleagues and I have been diving deep into generative AI through conversations with scholars like...
Many Voices, One Song: Orchestrating Polyphonic Learning
In music, polyphony describes a texture where multiple independent melodic voices interweave to create something greater than the sum of its parts. The philosopher Mikhail Bakhtin expanded this idea to human discourse, seeing it as a way for multiple voices and...
Unlocking Creativity: Dr. Anna Abraham on Interdisciplinarity, AI, and Human Innovation
The advent, adoption and rapid evolution of generative AI has raised many questions about how we think about creativity (human and machine), and its impact on learning. As part of our ongoing series in TechTrends, my colleagues and I have been exploring these issues...
ChatGPT for Teachers: Insights from Online Discussions
In our ongoing exploration of creativity, learning, and technology for the journal TechTrends, my co-authors and I have turned our attention to the fascinating intersection of generative AI and education. Our past interviews have featured innovators such as Chris...
Cybernetics or AI? What’s in a Name?
What's in a name? That which we call a rose by any other name would smell just as sweet—William Shakespeare We propose that a 2 month, 10 man (sic) study of artificial intelligence be carried out during the summer of 1956 at Dartmouth College in Hanover, New...
JTE Call for Proposals: Gen AI in Teacher Preparation
The Journal of Teacher Education (JTE), is the flagship journal of American Association of Colleges of Teacher education (AACTE). It has been a leading voice in the field of teacher preparation for 75 years and is one of the most widely read professional journals in...






























