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
"Learning the fundamentals will be like learning the classics. You learn them once but may not use them every day."
Erin MaloneUnderstanding the past to prepare for the future
July 19, 2024
"I booked rooms, set up usability tests, but no one came until we bribed with beer and chocolate."
JJ KercherA Roadmap for Maturing Design in the Enterprise
June 15, 2018
"If you falsely think you are having the same experience as a native user, you become afraid of accessibility and say it's impossible."
Sam ProulxUnderstanding Screen Readers on Mobile: How And Why to Learn from Native Users
June 6, 2023
"In the enterprise, how quickly and easily your design system can scale is directly proportionate to the amount of impact it can have."
Dawn ResselFull-Stack User Experiences: A Marriage of Design and Technology
June 9, 2016
"It’s a moral obligation for organizations to engage with research and ethics; being mature is not optional anymore."
Megan Blocker Lada Gorlenko Fatimah Richmond Molly StevensWhat UX research maturity looks like and how we get there [Advancing Research Community Workshop Series]
November 9, 2023
"Psychological warmth and physical warmth activate the same part of the brain, the insula."
Daniel GloydWarming the User Experience: Lessons from America's first and most radical human-centered designers
May 9, 2024
"Talent is everywhere. You find talent when you look for it without skepticism and bias."
Husani OakleyBias Towards Action: Building Teams that Build Work
June 14, 2018
"It took over a year and 10 teams just to ship four onboarding screens."
Daniel OrbachZero to One: Co-Creating Operating Models with your Team
September 23, 2024
"Leadership is enabling people to become empowered to achieve what they are set to achieve."
Anna Avrekh Dr. John Pagonis Klara Pelcl Sina SchreiberExpert Panel: Leading in and with Research
March 10, 2022
