Redefining digital experience with AI driven products
summary
Argues that AI becomes a new design material and shifts work from pixel pushing to strategy, using concrete examples: recommendation (Spotify style), prediction (Gmail autocomplete), classification in Google Forms, clustering for segmentation and accessibility (auto alt text, captioning), and generation via adversarial networks controlling drones. Shows a working tool, Wizard, that turns phone photos of low‑fi sketches into high‑fi screens by mapping to a component library, claims reduced grunt work, faster prototypes, and more time for testing and conversion optimization.
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chapters (32)
- 0:00Intro
- 0:55About Tom
- 2:12Working with percentages
- 3:14Putting data over assumptions
- 3:54What to expect
- 5:13What is AI
- 6:02Chatbots
- 7:57Data Science
- 8:35Design
- 9:49Design mistakes
- 10:22Biggest companies make mistakes
- 10:48Why do designers talk about AI
- 11:06Designers need data
- 12:19Creativity without strategy is art
- 12:56Adapt for a better experience
- 13:23Recommendations
- 14:01Spotify
- 16:41Classification
- 19:20Conversionbased forms
- 19:33Clustering
- 21:13Accessibility
- 22:48Generation
- 23:54Drones
- 24:15Wizard
- 27:49Design systems
- 28:43Behavior design
- 29:37Refocus on solving problems
- 30:09AI will take the grand work
- 30:24Designers role will change
- 31:01Reduce dead time
- 32:30Designing with machines
- 33:42Outro
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