Log in or create a free Rosenverse account to watch this video.
Log in Create free account100s of community videos are available to free members. Conference talks are generally available to Gold members.
Designing with and for Artificial Intelligence
This video is featured in the Josh's test playlist playlist.
Summary
- AI as a product design material – AI enables solutions that are smarter, faster and can answer questions well beyond human capability alone, but you must deploy them effectively and responsibly to be successful.
- AI designing the product for you – AI generation of competent oil paintings and music based solely on a set of input requirements has been repeatedly demonstrated in the past decade. Emerging AIs can design entire digital user experiences, code them, and deploy to the cloud with one button click.
Key Insights
-
•
AI in UX splits into using AI as a design material versus AI augmenting or replacing designers in creative processes.
-
•
Soft AI, which uses structured data and domain rules, is more explainable and suitable for critical applications like genomics than hard AI.
-
•
Trust and perceived credibility in AI-driven medical systems depend heavily on both explainability and interface design quality.
-
•
The genomics AI case analyzes massive, changing DNA variant data impossible for humans alone to process in real time.
-
•
Ben Schneiderman’s classification of AI as super tools or teammates helps frame AI’s role in augmenting human work.
-
•
Clean Software’s AI builds entire UX workflows and code through semantic interaction models, speeding up app development for enterprises.
-
•
Generative AI UX designs face risks like sameness and depend heavily on accurate, high-quality input data to avoid creating useless outputs.
-
•
AI can accelerate UX exploration by generating multiple alternatives quickly, supporting iterative design and decision-making.
-
•
Accessibility and localization best practices can be baked into AI-generated UX code automatically.
-
•
Ethical and regulatory oversight become crucial when AI influences high-risk decisions like clinical diagnoses.
Notable Quotes
"If you don’t trust it, then there’s nothing here."
"The AI is looking through material and that material’s changing every day."
"Visual design quality actually affects perceived trustworthiness."
"You can’t evaluate bias if the AI can’t explain itself."
"Garbage in, garbage out—if the requirements are wrong, the AI will instantly create a useless UX."
"You don’t want to game anybody here. This is persuasion by evidence, not by trickery."
"The marketplace is going to decide if it’s close enough in cost-benefit tradeoff."
"AI-generated UX is not about replacing designers, but removing grunt work to focus on higher-order design."
"Human beings understand graphical user interfaces as composed of objects and actions—this grammar is key to AI design."
"The future was already here. It’s just not evenly distributed."
Or choose a question:
More Videos
"We’ve got Tim Gilligan, Meredith Blackbrand, and Bria Alexander on a panel about the future of design ops."
Alana WashingtonTheme 3 Intro
October 1, 2021
"A research findings and recommendations tracker helps us keep findings alive and prioritized throughout the Agile delivery process."
Anna Poznyakov Richa PrajapatiGet The Most Out Of Stakeholder Collaboration—and Maximize Your Research Impact
March 12, 2021
"Iterative engagement models mean we test, learn, and adapt rather than seeking a perfect solution from the start."
Aaron Stienstra Lashanda HodgeLeveraging Civic Design to Advance Equity and Rebuild Trust in the US Federal Government
December 8, 2021
"By studying the best store leaders, we learned patterns that informed a dashboard reducing 424 pages of data to a few key, actionable metrics."
Chris ChapoData Science and Design: A Tale of Two Tribes
May 13, 2015
"If a stakeholder claims something is a fact without evidence, it is our responsibility as researchers to challenge and unpack that."
Kristen Guth, Ph.D.Out of the FOG: A Non-traditional Research Approach to Alignment
March 28, 2023
"There’s never been a better time for designers to get their hands on tools that seemed far away before."
Shipra Kayan Robert Kortenoeven Eileen TangEmerging principles for using AI in Design: What the product design team at Miro has learned from deeply integrating AI in their workflow
June 11, 2025
"I help you unlearn and relearn patterns so that you can build better products."
Alexis LucioScaling Accessibility Through Design Systems
June 9, 2022
"Community is a thing that fosters a sense of belonging and wanting to identify with it."
James LangIf you can design an app, you can design a community
May 22, 2025
"We need to slow down decision-making processes so that ethics and systems thinking scale with project scope."
Bria Alexander Ariel Kennan Charlotte Lee Sarah Brooks Emily Lessard Gordon Ross Joanne DongReflect and Chart Forward
December 10, 2021
