Create a Better User Experience Through AI - Michael Bernstein

Explore strategies for integrating artificial intelligence into digital interfaces to enhance user experience in this Stanford webinar led by Computer Science professor Michael Bernstein. Discover how industry leaders are leveraging AI in user interfaces, learn techniques for managing uncertainty and mitigating AI-induced errors, and gain insights on making AI more intelligible to end users. Delve into topics such as interactive AI, robot interaction, automation, intelligence augmentation, and the challenges of implementing AI in user interfaces. Examine case studies, discuss direct manipulation techniques, and explore various AI models including machine learning, computer vision, and voice recognition. Address important considerations such as bias in AI systems and effective error handling. Gain valuable knowledge applicable to user experience design, web development, and the fundamentals of artificial intelligence integration in digital products.

Introduction
Welcome
Interactive AI
Robot Interaction
Automation
Intelligence Augmentation
Dont let your UI write a check
Clippy
Examples
Uncertainty Error
Direct Manipulation
ML Models
Lime
Voice Speech Computer Vision
Conversation Questions
Bias
AI Implementation
AI Errors