This week we talk about Google's new CC agent for managing family tasks, some techniques to control image generators when you want to constrain certain elements, and a deep article on planning with AI agents.

Show Notes

• https://techcrunch.com/2026/09/18/googles-new-cc-is-an-ai-agent-that-helps-families-run-their-households/
• https://trpevski.com/blog/image-model-decide-everything
• https://maggieappleton.com/planning-agents
• Mai Lee Chang, Alicia (Hyun Jin) Lee, Nara Han, Anna Huang, Hugo Simão, Samantha Reig, Abdullah Ubed Mohammad Ali, Rebekah Martinez, Neeta M Khanuja, John Zimmerman, Jodi Forlizzi, and Aaron Steinfeld. 2024. Dynamic Agent Affiliation: Who Should the AI Agent Work for in the Older Adult's Care Network? In Proceedings of the 2024 ACM Designing Interactive Systems Conference (DIS '24). Association for Computing Machinery, New York, NY, USA, 1774–1788. https://doi.org/10.1145/3643834.3661500

ShiftUX workshop: https://shiftux.rosenfeldmedia.com/workshops/designing-ai-for-humans

ShiftUX talk: https://shiftux.rosenfeldmedia.com/program/day-2-turing-machines/

Dan's ShiftUX Discount Code: SAFFER-SHIFT26

In this episode, Dan and Nik unpack Apple's big announcements from its latest event, starting with Siri AI: now a dedicated app with personal context indexing, on-screen awareness, and in-app actions, launching in beta with iOS 27 . They dig into the promise and limitations of Apple-only app integration, the EU regulatory lockout, and what daily usage caps signal about Apple's services ambitions. The conversation gets more charged around Audio Intelligence, Apple's new always-on listening features for the Apple Watch, including live audio rewind and Siri Recap summaries of real-world conversations. Dan and Nik wrestle with the surveillance implications, the absence of any on-device indicator, and whether this crosses a line — particularly in two-party consent states like Pennsylvania and California.

The back half covers Runway's Project Solaris, a generative UI concept that uses its video model to render fully interactive, pixel-based interfaces with no underlying code. Dan sees echoes of Microsoft's Bob-era skeuomorphism and questions whether it misunderstands fifty years of HCI; Nik finds more to like in its challenge to the sameness of modern app design. They then turn to the surprise sale of Miro to Bending Spoons for $1.36 billion — a 90% haircut from its 2021 peak valuation — and what it means when a profitable, hundred-million-user company gets absorbed into a portfolio known for maintaining but not advancing its acquisitions.

The episode closes with a discussion of Benedict Evans' essay "AI, Tools and Transformation," which argues that the Silicon Valley vision of everyone rolling their own SaaS tools misunderstands how most people think about their work.

LINKS

Introducing Solaris
https://runway.com/news/research/introducing-solaris

Bending Spoons to buy collaboration tools maker Miro for $1.36B, 90% less than its 2022 valuation
https://techcrunch.com/2026/09/10/bending-spoons-to-buy-collaboration-tools-maker-miro-for-1-36b-90-less-than-its-2022-valuation/

AI, Tools and Transformation (Benedict Evans)
https://www.ben-evans.com/benedictevans/2026/9/3/ai-tools-and-transformation

This week on AI and design, we highlight the release of Mobbin's MCP, Perplexity and NVIDIA's local AI agent, and the concept of design ledgers. Dan also has some new speaking engagements you can join coming up.

Chapters

• 00:00 Introduction to AI and Design
• 01:11 Upcoming Speaking Engagements
• 04:44 Mobbin's MCP Release
• 11:34 Perplexity and NVIDIA's Local AI Agent
• 23:54 The Concept of Design Ledgers

Show Notes

• https://mobbin.com/mcp
• https://venturebeat.com/infrastructure/perplexity-partners-with-nvidia-to-launch-portable-computer-a-fully-local-ai-agent-with-zero-token-costs
• https://www.proofofconcept.pub/p/the-ledger-of-design

Dan's Speaking Engagements

ShiftUX workshop: https://shiftux.rosenfeldmedia.com/workshops/designing-ai-for-humans
ShiftUX talk: https://shiftux.rosenfeldmedia.com/program/day-2-turing-machines/
Dan's ShiftUX Discount Code: SAFFER-SHIFT26

Chicago Camps' Leadership by Design: https://chicagocamps.org/event/leadership-by-design-2026/

Nik and Dan open the fall semester with a look at how their own courses have been rebuilt around AI this year. Nik's third run of AI Augmented Designer now leans hard into professional software development practice. Dan is teaching Designing for AI Products and Services, an Advanced Interaction Design Studio reworked around AI-ready design systems, and a new independent study with Brad Myers on "AI widgets" — what happens when scroll bars, cut-and-paste, and other decades-old microinteractions get smarter.

This week’s news: Figma's randomized controlled trial on Figma Make found roughly 20% time savings, but Nik pushes on whether a 52-minute task dropping to 45 minutes actually feels different, or whether the real gain is more iteration cycles. Maud Benaddi's article on bias in LLMs prompts a discussion of how training-data skew shows up in generated personas, AI-assisted copy, and flattened qualitative research summaries; Nik connects it to Liz Gerber's exercise having students generate personas of themselves and watch the class recoil. Target's appointment of its first chief AI officer, Chandhu Nair, alongside Purvi Shah as SVP of UX, gets read as a welcome sign of AI and UX paired around real operational value rather than an AI strategy for its own sake. We close on EasyCircuit, a new app for vibe-coding hardware prototypes — fun, promising, and, as Nik found when a wiring render would have let the blue smoke out, a reminder that basic usability QA still matters.

LINKS

Measuring Time Savings From Figma Make

https://www.figma.com/blog/measuring-time-savings-from-figma-make/

Bias in LLMs, or how to design for everyone with tools built for someone — Maud Benaddi

https://medium.com/@maudbenaddi/bias-in-llms-or-how-to-design-for-everyone-with-tools-built-for-someone-01b8e38bd17b

Target Strengthens AI and UX Capabilities to Power Its Next Chapter of Growth

https://corporate.target.com/news-features/article/2026/08/chandhu-nair-purvi-shah

EasyCircuit

https://easycircuit.app/

Dr. Liz Gerber’s LinkedIn post
https://www.linkedin.com/posts/elizgerber_ai-builds-cardboard-cutouts-of-people-not-share-7440452615232024576-aS5k/

Andy Budd — reformed designer, coach to design leaders, and advisor at VC fund Seedcamp — joins Nik and Dan for a wide-ranging conversation about whether the design industry is about to boom or bust. Andy argues we hit "peak designer" around 2021–22, and that we're now in an era of Schrödinger's design and nobody has opened the box. The bull case is that AI hands designers the means of production. No more petitioning product managers for backlog space or begging engineering for a prototype — designers can spot the debt, fix it, and ship it. The bear case is that everyone else got there first. Product managers can now design, engineers can now do discovery, and design shrivels down to a five-person team babysitting the design system for a 300-person engineering org.

We talk about taste of course, but Andy points out that everyone thinks they have taste. He also revisits his poker-versus-chess framing — designers study the board and hate mistakes while their peers just want to play every hand. We end on a genuinely unsettled note about the industry itself. How are your house painting skills?

LINKS

The Bull And Bear Case For Digital Design In The Age Of AI https://www.smashingmagazine.com/2026/07/bull-and-bear-case-digital-design-age-ai/

The Six Levels of Adaptive Software
https://www.andybudd.com/archives/2026/06/the-six-levels-of-adaptive-software

AI and the Mangrove Problem
https://andybudd.com/archives/2025/09/ai-and-the-mangrove-problem

The Growth Equation book
https://www.andybudd.com/book/

design + AI Summit — Brighton Dome, 24–25 September 2026
https://designplusaisummit.com/

Andy Budd's blog
https://www.andybudd.com/

Smilla’s Sense of Snow book
https://amzn.to/4znTIPt

Pattern Recognition book
https://amzn.to/4znk9F5

This week, Dan and Nik make some hot takes on news that has come out this summer.

Everyone's work is starting to look the same: https://marieclairedean.substack.com/p/everyones-work-is-starting-to-look

LLMs reward expertise: https://www.seangoedecke.com/llms-reward-expertise/

A Properties Panel and Annotations, Now in Figma Make: https://www.figma.com/blog/properties-panel-and-annotations-now-in-figma-make/

Unpacking ChatGPT Work: the Agent for a Billion Users: https://www.latent.space/p/unpacking-chatgpt-work

Agent Behavior (agentbehavior.dev)

Measuring the UX of AI: https://measuringu.com/measuring-the-ux-of-ai/

Type designers have created a free font that "poisons" AI: https://www.creativebloq.com/design/fonts-typography/type-designers-have-created-a-free-font-that-poisons-ai

LinkedIn's new anti-slop button is coming to every platform: https://www.fastcompany.com/91584892/linkedins-new-anti-slop-button-is-coming-to-every-platform

How writers are reacting to Substack’s AI transparency tools: https://on.substack.com/p/how-writers-are-reacting-to-substacks

Andrew Hogan and Shane Johnston of Figma join Dan and Nik to unpack Figma's 2026 AI report. The headline is about AI shifting from individual productivity to team dynamics: 41% now say AI meaningfully changes how their teams work together, up from 7% two years ago. Shane and Andrew deliberately interrogate the "10x everybody" narrative: output is measurably up (lines of code, App Store submissions), but outcomes aren't following, because AI is exposing the communication and alignment seams that were always there. Handoffs can still be an issue. Prototypes are trivial to generate but very hard to dissect. And perhaps unsurprisingly, decision-making turns out to be the real bottleneck.

The conversation also covers the blurring of roles (designers shipping fully functional AI-built prototypes jumped from ~10% to 61% in a year; developers doing design work is up sharply) and why developers are now among the loudest voices arguing design matters more. Andrew and Shane reframe role overlap as tax reduction rather than job-stealing — the designer who fixes the visual bug instead of filing the ticket — and make the case for the canvas as shared context, for design systems as the thing "orchestrating relationships" between functions, and for the four shapes of AI adoption (the nascent group has roughly halved to 18%).

LINKS

Figma's 2026 AI Report — blog post

Full report / download

Report microsite

Andrew Hogan on LinkedIn

Andrew Hogan, "AI Fluency Isn't the Finish Line"

Shane Johnston on LinkedIn

Everyone in design is yelling the same two words right now: taste and judgment. But how do you get them? David Hoang's "Training Design Senses" does, and this episode starts there: how to train the eye, design dexterity, fluency of aesthetics, and rhetoric, with a detour into what copying from masters means when the copying happens through an AI. Then Christine Zhu on systems thinking for agentic products, which asks PMs to stop shipping features and start gardening: decompose for agent experience, define contracts between the parts, build feedback loops that capture correction signals. Our last bit of news is LLM Counter-Defaults from Nadia Piet and AIxDESIGN, a slider-based tool that exposes the settings your LLM shipped with and writes the instructions to override them.

Our guest is Dan Maccarone, founder and CEO of Charming Robot, who spent a year rebuilding his studio's entire design process around AI after a project went sideways. He walks us through the experience brief (a PRD with a friendlier name), the whiteboard/review/approved branch structure, and what he calls high-speed mediocrity. He also explains why the prototype's 300,000 lines of code are never shipping anywhere, why documentation matters more now rather than less, and why his team still starts with sketching so they're building from their imagination instead of Claude's.

LINKS

"Training design senses"
https://www.proofofconcept.pub/p/training-design-senses

”what systems thinking looks like for PM'ing AI products”
https://open.substack.com/pub/christinezhu/p/grow-systems-build-features?utm_campaign=post-expanded-share&utm_medium=web

LLM Counter-Defaults by Nadia Piet / AIxDESIGN
https://counterdefaults.aixdesign.co/

Thinking in Systems book
https://amzn.to/4wuNA6o

How Buildings Learn book
https://amzn.to/4g2Y99V

"Never mind the prompts, here's the thinking"
https://uxdesign.cc/never-mind-the-prompts-heres-the-thinking-f4af4b92155f

Charming Robot
https://charmingrobot.com

Story in a Bottle podcast
https://storyinabottle.charmingrobot.com/

The Barstool MBA (Audible)
https://amzn.to/4pGRZ3q

Fool's Gold, NYC
https://www.foolsgoldnyc.com/

MHCI Capstone sponsorship
https://hcii.cmu.edu/academics/mhci/capstone

Dan and Nik dig into a trio of OpenAI stories: the launch of GPT 5.6 Sol and its jump to the top of the Design Arena leaderboard, notably by suppressing common AI design anti-patterns (goodbye, purple gradients) and combining known templates with customized outputs — followed by Figma Make's OpenAI integration and what it might signal about the shifting model landscape. They also geek out over Codex Micro, OpenAI's slick new macro keyboard designed by Work Louder, which uses RGB-lit keys to let developers monitor and control multiple coding agents without touching a mouse.

The episode's guest segment features Jason Hong and Sauvik Das, CMU HCII faculty and co-founders of fuguUX, an AI-powered usability auditing tool. Jason and Sauvik explain how frontier language models can now scale subjective design judgment — evaluating concepts like information scent that were previously impossible to codify — and walk through their two offerings: synthetic user testing (with a diverse cast of twenty AI agents built from Census microdata) and automated heuristic audits. The conversation touches on why B2B software remains so dreadful, the testing pyramid, and the long-term vision of continuously self-improving websites.

LINKS

Design Arena
https://www.designarena.ai/

GPT 5.6 Sol topping the design leaderboard
https://notes.designarena.ai/how-openais-sol-finally-learned-design-taste/

Codex Micro
https://openai.com/supply/co-lab/work-louder/

Figma Make + OpenAI integration announcement
https://www.figma.com/blog/gpt-5-6-is-now-available-in-figma-make/

fuguUX
https://www.fuguux.com/

Dan and Nik pause at the halfway mark of 2026 to reflect on 25 episodes, 10 guests, and a wild six months in AI and design. Fresh off a week of building apps with Fable — Dan's ambient bird-listening app for AirPods, Nik's long-running multi-agent builds — they revisit the year's biggest themes: the collapse of fidelity and whether wireframes still matter, taste as the designer's (maybe) moat, cognitive surrender and the strange compulsion to keep feeding the machine, canvas versus code as Figma and Claude Design converge, designing for agents when your next user isn't human, the rise of markdown skills (and the ick of scraped design systems), the path for junior designers, and why user research may be the most undervalued discipline of the AI era.

LINKS
Scraped Styles MD repository
https://styles.refero.design/

Reverse Centaurs Are the Answer to the AI Paradox
https://pluralistic.net/2025/09/11/vulgar-thatcherism/

Aaron Draplin Takes On a Logo Design Challenge
https://www.linkedin.com/learning/aaron-draplin-takes-on-a-logo-design-challenge

How tech workers are feeling in 2026
https://www.lennysnewsletter.com/p/how-tech-workers-are-feeling-in-2026

Why using AI leads to Brain Fry
https://hbr.org/2026/03/when-using-ai-leads-to-brain-fry