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Reflections on the intersection of learning science, AI, and human-centered design.

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Abstract light painting of flowing trails navigating a dark space, representing narrative context in AI.
Why AI-UX is a Learning Science Challenge: Designing for Trust and Context

Designing the logic of conversation by exploring cognitive load and trust in the next generation of AI learning tools.

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Does AI Make Us Stop Thinking? My Exploration into Cognitive Speed Bumps

Why I designed "intentional friction" into AI to turn passive answers into active reflection.

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Is Empathy Enough? Why Data is the Ultimate Advocate for Great Design

Intuition is where we start, but data is how we scale. A case study on trading "hunches" for evidence-based UX.