AI and Design

25 Episodes
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By: Dan Saffer and Nik Martelaro

Two Carnegie Mellon faculty explore how artificial intelligence is reshaping the world of design. Each week, we'll break down the latest AI developments, dive deep into AI topics that matter to designers, and talk with fascinating guests who are right at the intersection of these fields.All views expressed are our own and not reflective of Carnegie Mellon or the Human-Computer Interaction Institute.

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Siri AI, A New Interaction-Focused AI Lab, Four Design AI Jobs, Perplexity Computer Research
Siri AI, A New Interaction-Focused AI Lab, Four Design AI Jobs, Perplexity Computer Research episode artwork
#23
Today at 1:55 PM

A year ago the consensus was that AI would hurt Apple. Last week at WWDC they showed up with a real Siri AI, the privacy story nobody else can match, and the $$$ hardware to run it. The "AI for the rest of us" play might just work. Dan and Nik dig into what Apple actually shipped, why App Intents matter for designers, and the gut-punch reality that your year-old iPhone won't run it.

Also this episode: Airbnb CEO Brian Chesky is building a design-led AI lab, and nobody can quite figure out what it's selling. Sarah...


Copilot Redesign, Is AI ever Done, Amazon Proteus, Miro's Head of AI Design Mark Boyes-Smith
Copilot Redesign, Is AI ever Done, Amazon Proteus, Miro's Head of AI Design Mark Boyes-Smith episode artwork
#22
Last Wednesday at 1:28 PM

Dan and Nik dig into Microsoft's sweeping redesign of 365 Copilot , transforming the prompt box into a task-aware workspace, leaning into progressive disclosure, and positioning AI as an embedded layer across Word, Excel, and Outlook rather than a bolt-on feature. They also discuss Jeff Gothelf's argument that "done" means something fundamentally different for AI products, where probabilistic outputs require teams to write acceptance criteria as distributions and build failure triage into launch rather than after. Rounding out the news: Amazon's Proteus warehouse robots can now take natural-language direction from human workers, and a Salesforce designer shares how her team is...


Figma and Stitch Updates, Design Memory, Fraude Design, Quilter CEO Sergiy Nesterenko
Figma and Stitch Updates, Design Memory, Fraude Design, Quilter CEO Sergiy Nesterenko episode artwork
#21
06/03/2026

Updates to Figma and Google Stitch
https://www.figma.com/blog/figma-make-now-on-your-local-code
https://blog.google/innovation-and-ai/models-and-research/google-labs/stitch-updates/

The Design System Advantage is Memory
https://learn.thedesignsystem.guide/p/the-design-system-advantage-is-memory

Fraude Design
https://fraude.design/

Nik's Interview with CEO of Quilter, Sergiy Nesterenko
https://www.linkedin.com/in/sergiynesterenko/
https://www.quilter.ai/


Figma Design Agent, 2026 AI in Design Report, Synthetic Customers, Llewyn Paine on UXR
Figma Design Agent, 2026 AI in Design Report, Synthetic Customers, Llewyn Paine on UXR episode artwork
#20
05/26/2026

This week we talk about Figma's new design agent integrated right on the canvas, the 2026 State of AI in Design Report, and Bain's experiment with synthetic customers. Then Dan interview Llewyn Paine about the future of UXR and design and gives a preview of the Rosenfeld Designing with AI Conference 2026 https://rosenfeldmedia.com/designing-with-ai/

Show Notes:

The Figma Design Agent is Here | Figma BlogState of AI in DesignSynthetic Customers Earn Their Stripes | Bain & Companyhttps://www.linkedin.com/in/llewyn/


AI Originality, Bolt-on AI, Special Guest: Fin's VP of Product Design Thom Rimmer
AI Originality, Bolt-on AI, Special Guest: Fin's VP of Product Design Thom Rimmer episode artwork
#18
05/19/2026

When you collaborate with AI on a piece of work, whose thinking is it, really? That question runs underneath what a lot of designers and creatives are arguing about right now, and this week on AI and Design, Nik and Dan dig in.

We start with Giorgio Schirò's "The thinking was never just mine," which uses Andy Clark and David Chalmers' "extended mind" theory to argue that creativity has always been distributed: our taste comes from books, films, teachers, and a thousand inputs we don't normally count. AI doesn't invent this loop; it just makes i...


Cognitive Surrender, Speed isn't The Bottleneck, and special guest PM Thomas Groendal
Cognitive Surrender, Speed isn't The Bottleneck, and special guest PM Thomas Groendal episode artwork
#18
05/12/2026

Wharton researchers fed people AI-generated answers, half of them deliberately wrong. The participants accepted them 73% of the time — and their confidence went up. They're calling it "cognitive surrender." Nik and Dan dig into what separates it from plain old cognitive offloading, and the design moves that might pull people back.

Then: Ethan Ding's "Claude Code Is Not Making Your Product Better," and why taste, not coding speed, is the bottleneck for product quality.

Finally, Tom Groendal, Senior Product Manager at CACI's DarkBlue Intelligence Group, on what AI actually looks like inside a working product team: me...


Cognitive Surrender, Speed isn't The Bottleneck, and special guest PM Tom Groendal
Cognitive Surrender, Speed isn't The Bottleneck, and special guest PM Tom Groendal episode artwork
#18
05/12/2026

Wharton researchers fed people AI-generated answers, half of them deliberately wrong. The participants accepted them 73% of the time — and their confidence went up. They're calling it "cognitive surrender." Nik and Dan dig into what separates it from plain old cognitive offloading, and the design moves that might pull people back.

Then: Ethan Ding's "Claude Code Is Not Making Your Product Better," and why taste, not coding speed, is the bottleneck for product quality.

Finally, Tom Groendal, Senior Product Manager at CACI's DarkBlue Intelligence Group, on what AI actually looks like inside a working pr...


Agent Users, New Design Team Structures, Team Dynamics, AI Chat Problems, Constraints Not Prompts
Agent Users, New Design Team Structures, Team Dynamics, AI Chat Problems, Constraints Not Prompts episode artwork
#17
05/05/2026

Dan and Nik talk about how to design for your next user being an agent, the impact of AI on team structure and dynamics, the challenge of memory and recall in conversation-based AI systems, and the shift towards AI experience design focused on constraints, not prompts.

Chapters

00:00 Your Next User is an Agent12:23 Rethinking the Shape of Design Teams in AI World17:03 The Impact of AI Efficiency on Team Interactions24:39 The Forgotten Conversation Problem in AI31:14 The End of Prompting: AI Experience Design with Constraints

LINKS
Your product has a...


Deep Dive: AI Skills (with Google's MC Dean)
Deep Dive: AI Skills (with Google's MC Dean) episode artwork
#16
04/28/2026

Google's MC Dean, the author of over 100 AI skills for designers on everything from accessibility to moods, joins Nik and Dan to talk about Skills: how to make them, how to use them, and what the future of them could be.

LINKS

MC Dean on Substack
https://marieclairedean.substack.com/

MC Dean on Github
https://github.com/owl-listener

Surely You're Joking, Mr. Feynman book
https://amzn.to/4sYGQek


Claude Design, Innovative AI and Design Research from CHI 2026
Claude Design, Innovative AI and Design Research from CHI 2026 episode artwork
#15
04/21/2026

Surprise surprise, Dan and Nik talk about Anthropic's launch of Claude Design. The Nik does a set of rapid-fire interviews from the 2026 CHI conference, featuring the latest HCI research in AI and Design.


Insights from Anthropic's Head of Design, Why AI UX Sucks, AI Aesthetics, Human-Centered Design 2.0
Insights from Anthropic's Head of Design, Why AI UX Sucks, AI Aesthetics, Human-Centered Design 2.0 episode artwork
#14
04/14/2026

Dan checks out a Fast Company interview with Anthropic's Head of Design Joel Lewenstein and finds reasons for hope. Dmitry Kargaev points out the flaws of AI UX and has some reasons for why is happens. A catalog of AI brand archetypes, and Dan applauds Patrizia Bertini's call to rethink Human-Centered Design to be less about "users" and more about "citizens."

Links:

Fast Company Interview with Joel Lewenstein

https://www.fastcompany.com/91519289/inside-anthropics-biggest-design-choices

AI Products Have Terrible UX: Here's Why

https://hackernoon.com...


Deep Dive: The Future of Design Practice and Process (with author Mike Kuniavsky)
Deep Dive: The Future of Design Practice and Process (with author Mike Kuniavsky) episode artwork
#13
04/07/2026

Dan, Nik, and special guest Mike Kuniavsky ("Observing the User Experience") do a deep dive into the impact of AI on the traditional design practice and process. They get into the disappearing/evolving role of design artifacts, the influence of AI on design literacy, and the reevaluation of the design process in the age of AI. AI has triggered the democratization of design tools, a shift in organizational power dynamics, and ofttimes the complete disregard for of unknown unknowns. They also explore the changing product risk surface, the redefinition of scale in design practice, and the role of synthetic...


Claude Computer Use, Product Intuition, Author Chris Noessel ("Designing Assistant Technology")
Claude Computer Use, Product Intuition, Author Chris Noessel ("Designing Assistant Technology") episode artwork
#12
03/31/2026

Dan and Nik talk about Anthropic's latest announcement about computer use and its impact on how designers design screens. Then they discuss the article "AI didn't kill product intuition. It exposed who never had it." Author Chris Noessel stops by to talk about his new book Designing Assistant Technology and the challenges and considerations in designing AI to assist users. The conversation touches on the risks of descaling and over-reliance, and cthe importance of keeping cognitive engagement in AI design.

https://amzn.to/414zOta
https://www.productparty.us/p/ai-didnt-kill-product-intuition-it


Google Stitch, 2026 Design in Tech Report, Downloadable Design Skills
Google Stitch, 2026 Design in Tech Report, Downloadable Design Skills episode artwork
#11
03/25/2026

Dan and Nik offer opinions on Google Stitch, a new design tool that just dropped from Google Labs. They also dig deep into John Maeda's 2026 Design in Tech report, debating his key insights for designers in the evolving landscape of AI and design. Lastly, a discussion on the codification, sharing and future of downloadable design skills.

Google Stitch: https://stitch.withgoogle.com/
Design in Tech 2026: https://designintech.report/
MC Dean's Skills: https://substack.com/@marieclairedean/p-190232071 and https://substack.com/@marieclairedean/p-190956350


AI Image Editors, Institutional v Individual AI, Author Louise MacFadyen ("Designing AI Interfaces")
AI Image Editors, Institutional v Individual AI, Author Louise MacFadyen ("Designing AI Interfaces") episode artwork
#10
03/17/2026

Nik and Dan talk about new AI image editing tools from Canva and Adobe and the value of baking AI right into existing tools. The conversation switches to a provocative new essay by George Sivulka on the importance of Institutional AI and not just Individual AI, which can be chaotic if it's not coordinated.

https://x.com/gsivulka/status/2031797989908627849

Lastly, Dan interviews Louise Macfadyn, author of the upcoming book Designing AI Interfaces.

https://amzn.to/4lAf9qi


Very Special Hot Takes Episode: Product Sense, AI Brain Fry, Real Time UI and much much more
Very Special Hot Takes Episode: Product Sense, AI Brain Fry, Real Time UI and much much more episode artwork
#9
03/10/2026

There was just too many interesting stories this week, so Nik and Dan do a Very Special Hot Takes episode with a wide-ranging conversation that covers 14 topics, including the importance of product sense, open source tools, the cultivation of design judgment, the urgency of AI regulation, the future of AI images, the impact of AI on design jobs, real-time UI, writing specs for AI agents, and breaking the echo chamber in interfaces.

Chapters

01:05 AI Brain Fry 02:47 The Importance of Product Sense 05:40 Collaborative Editing in AI-Generated Images 07:52 The Model is The Machine 12:06 User Experience and...


Jenny Wen's Three Types of AI Designers, Designers Should Be Crushing It, Managing AI Pressure
Jenny Wen's Three Types of AI Designers, Designers Should Be Crushing It, Managing AI Pressure episode artwork
#8
03/03/2026

Dan and Nik delve into the evolving role of designers in the age of AI, emphasizing the need for adaptability, control of your own process, and how vision and judgement are design's superpowers. This episode explores the impact of AI on the design process, the importance of maintaining focus on the work, and the challenges of keeping up with the rapid pace of change in the industry.


Code and Canvas, Computer Use Agents, The Mythical Agent-Month, Will "Taste" Save Designers?
Code and Canvas, Computer Use Agents, The Mythical Agent-Month, Will "Taste" Save Designers? episode artwork
#7
02/24/2026

Nik and Dan talk about another announcement from Figma and Anthropic and the impact on the future of design tools. They examine a new research paper from Apple and the HCII on how to best design computer use agents, and talk about Wes McKinney's article The Mythical Agent-Month. They end with discussing the role of taste in an AI world and if it is the skill designers should be focusing on.


State of The Designer 2026, User Control of AI, Waiting is the New Interruption, AI Intensifies Work
State of The Designer 2026, User Control of AI, Waiting is the New Interruption, AI Intensifies Work episode artwork
#6
02/18/2026

Dan and Nik delve into the Figma's 2026 State of the Designer Report, people feeling like AI is being shoved at them, the challenges related to AI's impact on flow and attention, and the Harvard Business Report's implications of AI on job satisfaction and work intensification.


OpenAI's Frontier, The Return of The Intuitive Designer, Special Guest: Figma's Shane Johnson
OpenAI's Frontier, The Return of The Intuitive Designer, Special Guest: Figma's Shane Johnson episode artwork
#5
02/10/2026

Dan and Nik chat about OpenAI's new Frontier platform and what it might mean for designers and even their career paths. We then discuss James Harrison's essay "The Return of The Intuitive Designer." Then Dan interviews Shane Johnson, Principal User Researcher at Figma, on the role that user research has in this AI world.


Figma MCP, UX vs MX, OpenClaw, Creativity Research, and User Research in 2026
Figma MCP, UX vs MX, OpenClaw, Creativity Research, and User Research in 2026 episode artwork
#4
02/03/2026

Nik and Dan dive deep into Figma MCP and the need for a dual strategy for experience design, that considers both human and AI website visitors. Of course Clawdbot/Moltbot/OpenClaw came up. Some research on creativity, and finally the role of user researchers in the AI world.


Google AI Studio Design Mode, AI at Davos, Claude's Constitution, and Software Too Cheap to Meter
Google AI Studio Design Mode, AI at Davos, Claude's Constitution, and Software Too Cheap to Meter episode artwork
#3
01/27/2026

Dan and Nik discuss the rumor of Google's AI Studio getting a design mode, Anthropic and DeepMind CEOs at Davos talking about the future of AI, Anthropic's Constitution for Claude, and the concept of software too cheap to meter.


Google AI Studio Design Mode, AI at Davos, Claude's Constitution, and Software Too Cheap to Meter
Google AI Studio Design Mode, AI at Davos, Claude's Constitution, and Software Too Cheap to Meter episode artwork
#3
01/27/2026

Dan and Nik discuss the rumor of Google's AI Studio getting a design mode, Anthropic and DeepMind CEOs at Davos talking about the future of AI, Anthropic's Constitution for Claude, and the concept of software too cheap to meter.


Impeccable, AI as Entertainment, The Four Horsemen of the AIpocalypse
Impeccable, AI as Entertainment, The Four Horsemen of the AIpocalypse episode artwork
#2
01/20/2026

Nik and Dan discuss Impeccable: a set of skills for AI agents to improve the "AI House Style" designs that AIs are churning out. Then, talking about a new research paper that suggests AI's greatest potential is as entertainment and cultural production. Lastly, we review Dan's article that categorizes four possible futures for AI, including AI disappearing into existing apps, specialized AI features, AI as an operating system, and AI as a universal intermediary.


Microsoft Copilot Checkout, Google A2UI, Razer Ava, 2026 Predictions
Microsoft Copilot Checkout, Google A2UI, Razer Ava, 2026 Predictions episode artwork
#1
01/13/2026

On this week's episode, Nik and Dan discussed:

Microsoft’s Copilot Checkout, a new feature that lets US shoppers complete purchases directly inside Copilot without ever leaving the chat window.
Google's A2UI, an open-source specification that allows AI agents to generate user interfaces on the fly.
And straight from CES, a holographic AI desk companion from Razer.

Plus: our AI and Design Predictions for 2026.