A Visual 

Introduction to

Explainable AI
for designers

This resource was created to familiarize user experience (UX) designers with concepts in Artificial Intelligence (AI) and Explainable Artificial Intelligence (XAI) and provide tools that support a human-centered approach to designing explainable interfaces for AI products and services.

This website was created by Master’s students from the School of Information at the University of California, Berkeley in 2020. 
This is a living resource, an ongoing conversation about the UX of XAI that we hope you will participate in by sharing your thoughts, asking questions, and experimenting with what you find here to help us understand what works, what doesn’t work, and what’s missing.

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This work is licensed under a
‍Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License