This session explores the design of AI systems that enhance human decision-making and interaction. Topics include human-AI collaboration, cognitive modeling, emotion recognition, and adaptive interfaces. Applications in education technology, assistive devices, and creative tools will be presented. The session emphasizes usability, trust, and user experience, drawing from HCI and cognitive science. Live demos and design frameworks for building intuitive and interactive AI systems will be provided.