UX Futures: The Role of Artificial Intelligence in Design
Summary
Over the last several years, artificial intelligence (AI) has permeated the software world––from “smart reply” functionality in email to auto-completed code in developer tools––but it’s only recently that AI has been implemented into creative processes. As AI-driven functionality becomes more common in the design tooling space, questions arise––what is cool? Inspirational? Useful? And what is creepy? Unhelpful? Where is the line?
Key Insights
-
•
AI has quietly become part of the UX design process for years, not just with generative tools but with automation features like Figma's auto layout.
-
•
Generative AI tools such as ChatGPT, Midjourney, and DALL·E have accelerated creative workflows but also raised concerns about replacing human design expertise.
-
•
UX professionals see two main AI use cases: increasing efficiency by automating repetitive tasks and fostering innovation through idea generation.
-
•
There is a tension between efficiency and preserving designers’ creative agency and trust in AI outputs.
-
•
AI’s value lies in freeing designers from mundane tasks, allowing them to focus on strategy, creativity, and complex problem solving.
-
•
Trust in AI depends heavily on transparency about training data and the ability of designers to remain in control and sign off on AI decisions.
-
•
Participatory design and speculative scenario testing with real UX professionals provide critical insight into AI’s role and perceived value.
-
•
There is prevalent hype conflating AI utility with buzz, making it crucial to focus on solving real user problems, especially in enterprise contexts.
-
•
AI can democratize design by enabling non-experts to participate meaningfully, as automation lowers entry barriers.
-
•
Future opportunities for AI in UX include aiding internationalization, adherence to accessibility standards, and facilitating cross-functional collaboration in large organizations.
Notable Quotes
"AI is valuable in design when it extrapolates away mundane work."
"An AI-driven design tool should help me by lowering the redundant work, reducing tedious tasks and help me focus on the experience and strategy."
"I really want to be able to sign off on decisions and make sure that I’m preserving my agency as a UX professional."
"There’s a perception that generative AI is gonna change everything, but I think it’s gonna transform, not totally overhaul mine."
"It can be really hard to tell what is AI and what isn’t, and your average user may not know the difference."
"When you hand over something to a machine, what is really yours? How does it affect your identity as a professional or your relationship to your work?"
"Novice users can try things out thanks to automation, but experts can focus on the challenging and creative pieces."
"It’s critical to measure perceived value and ask: Are you really solving the right problem with AI?"
"Trust is paramount; designers want transparency about what the AI is trained on and what data it uses."
"AI should be a partner to UX professionals, not a replacement for UX expertise."
Or choose a question:
More Videos
"Maturity is not linear; the tanker company had a lot to learn from the speedboat, and vice versa."
John CutlerOxbows, Rivers, and Estuaries: How to navigate the currents of change (without burning out)
December 3, 2024
"Creating a roadmap built enough space to make meaningful design changes for developers to implement."
Darian DavisLessons from a Toxic Work Relationship
January 8, 2024
"Tools are a blessing and a curse; they’re not people and they can’t replace the relationships you need to get the work right."
Dave GrayGroup Activity: Making Sense of DesignOps
November 7, 2017
"If you are a glue person expecting to be indispensable, you are more dispensable than you think. But if you’re a catalyst moving information and translating to action, that’s more valuable now."
John CutlerThe Alignment Trap
November 29, 2023
"Providing alternative content is often a kinder gesture than any lengthy alternative text could be."
Abby CovertStuck? Diagrams Help
October 27, 2022
"We started to build an API for how other teams could interact with us like a contract."
Mark InterranteCollaboration Flows in Product Development
June 9, 2017
"The future will be struggle; we need to face that forward, not deny it."
Devon PowersImagining Better Futures
March 9, 2022
"Your primary function as a research team is to build a culture of research, not just react to project requests."
Prayag NarulaHow to Empower Your Designers to Do Good Research – And Why You Want To
June 10, 2022
"Skills are like onboarding material for the model; you write them as simple markdown files that describe workflows or tools."
Peter Van DijckHands on AI #3: Claude Code for UX people
October 22, 2025
