SXSW 2025

UX for AI: A Framework for Product Design Workshop

Description:

Unlock AI project success in this immersive workshop. Learn essential UX design skills with Greg, drawing from 32 UX for AI projects. Work on your use case, applying key UX techniques and experiencing a dynamic microcosm of the UX for AI design process:
- Practice a lean User+AI+Data workflow.
- Identify MVP AI use cases and create use-case storyboards
- Train AI models reflecting human values.
- Master Digital Twin technique
- Design an LLM Copilot and advanced data vis UI.
85% of AI projects fail. Don't let that happen to you -- equip yourself with tools and strategies for success!


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Other Resources / Information


Takeaways

  1. AI accuracy is bullsh*t, meaningless in the real world. Ethical, safe AI is trained on real real-world OUTCOMES using Value Matrix. Not on Accuracy.
  2. ALL generative AI has a built-in bias, but when we learn better questions, we engage Augmented Intelligence, a powerful tool for a better humanity.
  3. AI products are not programmed. They are trained. They demand a new set of core UX skills and a rapid experimentation-driven User+AI+Data workflow.

Speakers


Organizer

Greg Nudelman, UX Architect, Sumo Logic


Meta Information:

  • Event: SXSW
  • Format: Workshop
  • Track: Design
  • Track 2
  • Level: Intermediate


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