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...
The Overconfident Intern in the Classroom: Reflections on AI, TPACK, and Education
I recently joined Justin Hardman on the Education Vanguard podcast for a conversation that ranged from the evolution of TPACK (now over 20 years old) to what AI actually means for teachers and learners. Justin and I go back a long way: he hosted me for a keynote at...
Agentic AI: New Tools, New Questions (New AIR | GPT Episode)
At our most recent AIR|GPT podcast meetup (our regular monthly "airport" gathering), Caroline Kurban jump-started the discussion with a startling experiment. She had tested Perplexity's Comet, an agentic AI tool, on a 60-hour Coursera course. The result? The AI...
EdPrepLab World Café: Transforming Teacher Education for a Changing World
In early December 2025, I had the honor of joining an extraordinary panel for EdPrepLab's fifth World Café, a global virtual convening focused on how teacher education must evolve in response to rapid technological, political, and social change. The session brought...
What a Guide to AI in Schools Reveals (and What It Can’t)
We had Justin Reich and Jesse Dukes as guests on the Silver Lining for Learning webinar/podcast to discuss their new guidebook, A Guide to AI in Schools: Perspectives for the Perplexed. The resource, based on over 120 interviews with teachers and students, offers a...
AI, Education, & the Unregulated Global Experiment: Keynote at Education International’s First Global AI Conference
I recently had the privilege of speaking at Education International's inaugural Global Conference on Artificial Intelligence: Shaping our Future: Education Unions Leading for a Human-Centred AI, held in Brussels on December 4–5, 2025. More than 200 union leaders,...
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 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 Skills: A conversation on Futures & Learning
A few months ago I sat down with my friend Bhawna Parmar as a guest on the Quest for Better Futures podcast. Readers of this blog will remember Bhawna from her insightful article in The Caravan that had inspired a previous blog post: While we weren't looking: The real...
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...
Pedagogical Debt: What We Owe Our Students in an AI World (New AIR | GPT Episode)
At our most recent AIR|GPT podcast meetup (our regular monthly "airport" gathering), Ruben Puentedura introduced us to the concept of "pedagogical debt," inspired by comment by Ian Bogost (in a recent Atlantic article titled AI Has Broken High School and College)....
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...
Remembering David Berliner (1938 – 2025)
Note: I wrote the following a day or so after I heard of David Berliner's passing. I have links to some other resources at the end, along with some other reminisences from some of my colleagues at ASU, collected here (with their permission). I first encountered David...
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...
Three Years of Gen AI: Back to School Edition of AIR|GPT
It's been 1000 days since ChatGPT launched. Not that anybody was clamoring for a hallucinating ChatBot but here we are. A friend once told me about a Gujarati business principle: give any new venture 1000 days, roughly three years, before deciding whether to continue...
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 Loss of Nuance in discussions of AI in Education
In which I respond thoughtfully to a journalist's question about AI in schools, watch my nuanced argument get reduced to a single quote, and reflect on how complexity gets flattened at multiple levels—from educational policy to media coverage. I recently wrote a post...
Against Simplification: On the value of small rebellions
Scott Carlson's recent article (On the Dangers of 'Simplification') in The Chronicle of Higher Education explores James C. Scott's influential book Seeing Like a State. Reading it, something clicked into place—a recognition of why I've spent decades swimming against...
The Hidden Cost of AI in Schools: As Expert Teachers Work Harder, Can Novice Teachers Keep Up?
A recent study by Neil Selwyn, Marita Ljungqvist, and Anders Sonesson titled When the Prompting Stops begins with GenAI's beguiling offer to educators: "What can I do for you?" But what unfolds isn't a story of seamless automation—it's a story of repair. Drawing on...
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,...
New Course—Education by Design: Synthesizing Learning Experiences with AI
Education by Design: Synthesizing Learning Experiences with AIDCI 691: Fall 2025 | Thursdays 9 - 11:45, Tempe CampusInstructor: Punya Mishra Calling all creative risk-takers! This graduate-level course explores how design, as both a way of thinking and as a...
In defense of tinkering
Summary: In which I explore why tinkering—messy, creative, often undervalued and overlooked—is not only a valid way to approach teaching, but perhaps one of the most honest. My friend Josh Brake recently wrote a Substack post (Don't tinker with AI in the classroom)...
The Edge Cases Are Endless: Google’s Digital Plastic and other Curriculum-Shaped Objects
Summary: In which I explore three sticky metaphors—digital plastic, curriculum-shaped objects, and the endlessness of edge cases—and how they illuminate the risks of AI-powered education tools that look like learning but fail to teach. In a previous blog post (The...
Six Principles for Educational Technology Implementation: A Global Perspective
A few months ago, the Mary Lou Fulton College for Teaching and Learning Innovation at Arizona State University hosted the 2025 Yidan Prize Conference. This conference was both a celebration of my colleague Micky Chi’s receipt of the 2023 Yidan Prize for Education...
Guardrails, Guidelines, & Good Intentions + Teaching Creativity in the age of GenAI
I continue to co-host AIR | GPT, a podcast that brings together Caroline Fell Kurban, Liz Kolb, Ruben Puentedura, Helen Crompton, and myself for monthly conversations about AI and education. Our discussions are orchestrated by Emmy Award-winning executive producer...
Keynote at Ankara: International Education Forum on Learning Engineering
In a previous post I had described my recent visit to Turkey and the wonderful time I had at Istanbul with my friend Gokce Kurt. However wonderful that visit was, it was not the main reason I was in Turkey. I was there to speak at the Sixth International Forum on...
To Dublin and Back: Keynote at UCD
I recently had the opportunity to deliver the keynote address at the 8th annual University College of Dublin's Teaching & Learning Symposium in Dublin. The theme was "Innovative Futures: Engaging Learners," and I spoke on "The Ecological Imperative: Redesigning...
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...
Who Ordered That? On AI, Education, and the Illusion of Necessity
On April 22, 2025, The Washington Post reported on a draft executive order from the Trump administration that outlines a sweeping plan to embed artificial intelligence into K-12 education. The order calls for AI to be integrated into teaching practices, teacher...
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...






























