Most conversations around AI still focus on models, tools and capabilities. This book focuses on something else: what happens when AI becomes part of the interface itself. Throughout the chapters, I break down practical lessons, product decisions and recurring tensions that emerge when designing systems shaped by AI behavior.

Topics include:

✦ AI UX and behavioral systems

✦ Invisible friction in AI interactions

✦ Automation boundaries and trust

✦ Human oversight and governance

✦ Decision-making in AI-driven products

✦ Adaptive interfaces and behavioral feedback

✦ Designing AI experiences with clearer limits

The goal is to help designers, product teams and builders create AI experiences that people can actually understand, trust and use.