Posts related to: Innovation
The Real AI Challenge: Building Systems That Adapt, Not Just Adopt

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...

Einstein’s Beams and Feynman’s Colors: What We Lost When We Debunked Learning Styles

Einstein’s Beams and Feynman’s Colors: What We Lost When We Debunked Learning Styles

“When I see equations, I see the letters in colors — I don’t know why. As I’m talking, I see vague pictures of Bessel functions from Jahnke and Ernde’s book, with light-tan j’s, slightly violet-bluish n’s, and dark brown x’s flying around. And I wonder what the hell...

Beyond Skills: A conversation on Futures & Learning

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...

The Promise and Paradox of Creative AI: Talk at U25 Conference

The Promise and Paradox of Creative AI: Talk at U25 Conference

I was recently invited to speak at the Universel Conference 2025: Empowering Humane Technology. You can find the abstract, and an embedded video of my talk below. The Promise and Paradox of creative AI What happens when an AI can write a mathematically perfect poem,...

Beyond Tools and Training: Building Sustainable Learning Environments that Evolve with AI

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)

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”

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

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

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...

While We Weren’t Looking: The Real Digital Revolution Beyond School Walls

While We Weren’t Looking: The Real Digital Revolution Beyond School Walls

What is the role of technology in learning? I have devoted a large part of my professional life to this question, though I have increasingly started to wonder whether we, personally, and as a field, have been asking the wrong question. We have focused our attention on...

Three Years of Gen AI: Back to School Edition of AIR|GPT

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

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

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

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...

F*** Nuance: A reflection on TPACK and theorizing

F*** Nuance: A reflection on TPACK and theorizing

It is rare that one comes across an original journal article title that one HAS to click on and read. For instance, my favorite title of all time has been Alison Gopnik's article titled "Explanation as Orgasm." Not only is this a catchy title, it also make a profound...

Prompts vs. Principles: Contrasting OpenAI’s Study Mode to Real Educational AI

Prompts vs. Principles: Contrasting OpenAI’s Study Mode to Real Educational AI

In which I examine OpenAI's much-hyped "Study Mode" and contrast it with a couple of real research-based approaches. The differences are telling. Read on… OpenAI recently announced “Study Mode” for ChatGPT with considerable fanfare, claiming it was built “in...

Grok This! When AI goes off the rails (Ep. #9 AIR | GPT)

Grok This! When AI goes off the rails (Ep. #9 AIR | GPT)

Nostalgia isn't what it used to be. I remember when “x” was just the “unknown” – the variable that we needed to compute. It could be anything, but also knowable. Now “x” is a toxic wasteland. I remember when Grok was a lovely word, created by Heinlein, back in the...

The Hidden Cost of AI in Schools: As Expert Teachers Work Harder, Can Novice Teachers Keep Up?

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

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,...

Teaching in the Age of AI: Reflections from EDULEARN25

Teaching in the Age of AI: Reflections from EDULEARN25

I was recently invited to the 17th annual International Conference on Education and New Learning Technologies (EDULEARN25) in Palma, Spain. Getting to visit beautiful Palma, Mallorca, speaking with 800+ educators from across the world... what could be more awesome? At...

New Course—Education by Design: Synthesizing Learning Experiences with AI

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

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

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

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...

Making Waves (& Flocking Birds): Creating Science Simulations with AI

Making Waves (& Flocking Birds): Creating Science Simulations with AI

I've been experimenting with AI-assisted coding for a while now—in fact my first attempt was back in early 2023. Since then I have engaged in multiple explorations using AI to transform concepts and intuitions directly into functional code. This approach bypasses...

Small pieces, meaningful connections: Why I love the open web

Small pieces, meaningful connections: Why I love the open web

One of blogging's greatest pleasures, often unspoken, are the truly serendipitous connections one makes. Not networking in the conventional sense, but unexpected encounters with people who find something on my website that connects with them and they reach out. These...

Reflecting on a Semester of Discovery, Creativity and GenAI

Reflecting on a Semester of Discovery, Creativity and GenAI

This past spring semester I taught (with Nicole Oster and Lindsey McCaleb) a masters/doctoral seminar on Human Creativity x AI in Education. I had wanted to write this post after our last class meeting over a month and a half ago—but travel and life kept getting in...

The Stranger Who Changed My Life: A tribute to Bill Atkinson

The Stranger Who Changed My Life: A tribute to Bill Atkinson

Bill Atkinson was someone I had never met. But he changed my life. I learned of Bill's passing a couple of days ago. It was not that I had thought about Bill a lot but the news of his death brought back memories and a recognition of the critical role he had played in...