Posts related to: Representation
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...

Drawing with Circles: Vibe coding the Fourier Transformation

Drawing with Circles: Vibe coding the Fourier Transformation

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...

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...

Keynote at Ankara: International Education Forum on Learning Engineering

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

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...

The Hammer Shapes the Mind: GenAI and the Rise of the Intention Economy

The Hammer Shapes the Mind: GenAI and the Rise of the Intention Economy

Camera crews search for clues amid the detritusAnd entertainment shapes the landThe way the hammer shapes the hand. Jackson Browne, in Casino Nation In this post, I examine how AI systems have evolved from capturing attention to manipulating intentions, creating an...

From Symbols to Statistics: The Parallel Histories of Machine and Human Learning

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...

Can AI Be a Therapist? A Friend? What Are We Even Doing?

Can AI Be a Therapist? A Friend? What Are We Even Doing?

I was recently invited to a webinar organized by the AZ AI Alliance, titled: Thorny Topics: AI and Student Mental Health Along with Dr. Kristen Mattson (University of Illinois), Mica Mulloy (Brophy College Prep) and host Luke Allpress, we jumped into some of the most...

Irresistible by Design: AI Companions as Psychological Supernormal Stimuli

Irresistible by Design: AI Companions as Psychological Supernormal Stimuli

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...

SITE 2025: Lost and Found

SITE 2025: Lost and Found

I spent the last week in Orlando at the SITE 2025 conference. During this conference, I set a new personal record for losing everything from my belongings to an election, from water bottles to conference panelists and more - all leading to unexpected tensions and...

Silver Lining for Learning at UNESCO: Celebrating 5 Years of Innovation

Silver Lining for Learning at UNESCO: Celebrating 5 Years of Innovation

I was honored to deliver the closing keynote at UNESCO's International Day for Digital Learning 2025 this past week. The event, focusing on "Digital learning realities in low-resource contexts," brought together educators, policymakers, and innovators from around the...

Supernormal Stimuli: From Birds to Bots

Supernormal Stimuli: From Birds to Bots

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...

Control vs. Agency: Exploring the History of AI in Education

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...

The Promise & Paradox of Creative AI: A Presentation

The Promise & Paradox of Creative AI: A Presentation

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...

Dewey or Don’t We Care? Addressing the Novice’s Dilemma in Learning with GenAI

Dewey or Don’t We Care? Addressing the Novice’s Dilemma in Learning with GenAI

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...

Incorrect Scientific Simulations as an educational tool: Vibe coding the wrong way

Incorrect Scientific Simulations as an educational tool: Vibe coding the wrong way

What happens when you drop a ball while running? Will it fall in front of you, at your feet or behind you? Most people are convinced it will fall behind them. Makes perfect sense, right? Where will the ball fall? Then there's the famous textbook problem of a monkey...

When Ghalib meets AI: One student’s experiment

When Ghalib meets AI: One student’s experiment

In my previous post about rediscovering Ghalib through metal and rap, I mentioned sharing his work in my creativity class. What I didn't share was the remarkable ripple effect this had. Every week, students take turns writing reflections on our class discussions and...

The Avengers, Creativity & the EdTech Midgame

The Avengers, Creativity & the EdTech Midgame

If last week we had Bollywood, could Hollywood be far behind? Here is the fourth blog post from students in my class on Human Creativity x AI in Education, documenting what we do each week. The only edit I made to their post was including the image and description of...

The Attribution Problem: Why we can’t stop seeing ourselves in AI

The Attribution Problem: Why we can’t stop seeing ourselves in AI

Note: For over 20 years I have been taking photographs of everyday objects that appear to have faces, a phenomenon known as pareidolia, for a series I call 'Faces in the Wild.” The above image was captured during a family trip to Mexico in 2012. I have “cleaned up”...

Code, Kathak, and Confusion: A Story of Learning with GenAI

Code, Kathak, and Confusion: A Story of Learning with GenAI

One of the students in my Human Creativity x AI in Education class is an accomplished Kathak dancer and last week we got into a discussion of how she could bring this personal interest into projects we were exploring in the class. How could GenAI help? So yesterday,...

Sine Language: Circling Pythagoras Through Sound and Color

Sine Language: Circling Pythagoras Through Sound and Color

This semester I am teaching a course on Human Creativity X AI in Education. (More about our first week here.) A key focus of the class is on the idea of transdisciplinary creativity – that of bringing different lenses and senses to the process of learning and...

Special issue on TPACK in Context, with a new & improved model

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...