AIxDESIGN Bookmark Library

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

Design Thinking with AI – Rob Harrigan

Design of Artificial Intelligence Products – Jeffrey Chou

Design in the Era of the Algorithm

Creating magic: Design and AI – UX Collective

Build user’s trust on AI with good product design – UX Collective

An intro to Machine Learning for designers – UX Collective

Algorithm-Driven Design — How AI is Changing Design by Yury Vetrov

AI-driven Design: AI will undeniably shape the user experiences of tomorrow

AI UX design principles - 10 key principles by QUBSTUDIO

Machine Learning is Very Much a UX Problem

Machine Learning and User Experience: A Few Resources - MLUX

Anticipatory Interfaces – UX Collective

UX for AI: Trust as a Design Challenge – SAP Design – Medium

UX Design Guide for Data Scientists and AI Products

Simulating Intelligence: Techniques for prototyping machine learning systems across products and features

The Design of AI-Based Products: 13 Things to Consider