AIxDESIGN Bookmark Library

Stanford Institute for Human-Centered Artificial Intelligence |

Spotify Design - Simultaneous Triangulation: Mixing User Research & Data Science Methods

Robots Are Wrong Too—Confusion Mapping for the Worst Case

Rehearsing the Future - Editorial by Google Design

Predictably Smart - Google Design

Material Design Patterns for machine learning-powered features - Google

Machine Learning for Designers - O'REILLY

Machine Ethics Toolkit – Run your own DIY Workshop

Interpretable Machine Learning | A Guide for Making Black Box Models Explainable

IBM Design for AI

IBM AI Camp DIY Guide

Google People + AI Guidebook

AI and UX Why Artificial Intelligence Needs User Experience

HyperHuman - by IDEO / Core77 Design Awards

5 Smart Google Analytics tips to improve user experience

Inclusive Design AI

The UX of AI - Library - Google Design

Human-centered Machine Learning: a Machine-in-the-loop Approach | by Chenhao Tan

Human-Centered Machine Learning - 7 steps to stay focused on the user when designing with ML – Google Design

Human-centered AI cheat-sheet - UX Collective

How to Meet User Expectations for Artificial Intelligence

How to design for AI-enabled UI - Prototypr

How AI has started to impact our work as designers – UX Collective

Futures Thinking & Design Thinking

Fair Is Not the Default - Google Design

Explainable AI Is An Interaction Design Issue -- Not Just A Data Science Issue

Experience Design in the Machine Learning Era – Fabien Girardin – Medium

Everyday Ethics for Artificial Intelligence – Design at IBM

Don’t Call AI “Magic”

Designer-friendly Resources to Study AI and Machine Learning