Design Thinking for AI-Human Collaboration

My approach to AI UX design is grounded in traditional Design Thinking methodology, adapted for the unique challenges of government AI automation. Unlike traditional software design, AI systems require a fundamentally different approach that accounts for the complexity of human-AI partnership, the critical nature of trust in government environments, and the need for rapid iteration in an evolving technological landscape.

The Evolution Beyond Traditional UX: Where traditional UX focuses on human-computer interaction, AI UX requires designing for human-AI collaboration. This means understanding not just what users need to accomplish, but how they think, learn, and build confidence in automated systems. In government environments, this becomes even more critical as decisions often have far-reaching consequences.

AI Partnership: This site demonstrates my approach to AI collaboration—human ideas enhanced by AI capability.
Content and insights: 100% my experience and thinking.
Organization and articulation: Claude AI assistance.
Design mockups: Figma Make.
Imagery: Midjourney.

Learn more about human-AI collaboration in my methodology.