What if I'm wrong? What are my blind spots? Those two questions frame our latest AIR | GPT episode, and they're worth sitting with. The catalyst was Matt Schumer's viral claim that AI is on the verge of mass-deleting jobs, possibly imminently. It racked up 85 million...
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...
I've been on a bit of a vibe-coding spree lately, building interactive simulations, educational tools, cultural experiments, all through conversation with AI rather than traditional programming. At some point I looked up and thought: what about the stuff I made back...
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...
John Langdon (website | wikipedia) passed away a few days ago, on January 1, 2026. He was one of the pioneers of ambigrams: words designed to be read from multiple orientations, most commonly upside down. We never met. There were opportunities but somehow it never...
I recently had the pleasure of joining Dr. Cyndi Burnett and Dr. Matthew Worwood on the Fueling Creativity in Education podcast for a wide-ranging conversation about teachers, technology, and creative agency. We explored a question I've been thinking about for years:...
I was thrilled recently when my friend Josh Brake mentioned me in his Substack post about "The Forward Deployed Educator." He referenced the Unit Circle Demo I had created and wrote about how educators can now use AI tools to build custom learning experiences for...
Note: This is a cross post with the Civics of Technology blog. The World Bank recently released a report titled Balancing the Digital Scales: Screen Time Management in Early Childhood Education (Molina, 2025). The report lays out how excessive screen exposure in young...
“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...
I just came across a study that should make anyone thinking about AI in education sit up and take notice. In their paper ""Check My Work?": Measuring Sycophancy in a Simulated Educational Context" researchers tested five different LLMs in a simulated educational...
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...
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...
I've had the pleasure of co-hosting the AIR|GPT podcast, where I've gotten to know Errol St. Clair Smith as one of the most thoughtful curators of education-related news and information I've encountered. Errol has this uncanny knack for bringing diverse voices...
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...
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...
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...
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...
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...
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)...
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...
In my presentations I sometimes talk about my four years in engineering school as being something of a disaster. The way I present this fact is through this image, and the math/science types get the pun - Four Year / Fourier Transformation! A slide I typically use in...
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...
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...
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...
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...
In a previous blog post (Supernormal Stimuli: From Birds to Bots) I had written about the idea of super normal stimuli – a term was first introduced by the Nobel prize winning ethologist Nico Tinbergen. His research showed that animals often responded more strongly to...
Picture this: a small bird desperately trying to balance atop an egg so enormous it keeps sliding off, while its own perfectly good eggs lie abandoned nearby. This absurd image has stayed with me since childhood, when I first encountered it in a popular science book...
A while back, I wrote about an email that made my heart stop—an auto-generated message declaring that an employee had been "terminated." That impersonal, poorly designed communication spoke volumes about the organization's attitude towards its people. And the fact...
I'm excited to announce my upcoming presentation at the Second International Seminar on 'Design Education in the Post-AI World' taking place tomorrow (Saturday) at the Centre for Design Studies in Indore, India. This seminar holds special significance for me as it's...
In my previous blog post on the Microsoft Research study about GenAI and expertise I ended with a troubling realization that GenAI may not be the best options for learners. As I wrote "This analysis raises particularly thorny issues about AI use in education. If...