Designing intelligence for human environments.

Explorations in accessibility intelligence, contextual systems, wearable interaction, and ambient computing.

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Agent Memory: How Agentic Systems Remember, Forget, and Learn

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Agentic AI: When Assistance Becomes Action

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The Missing Piece in Accessibility: Context

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Accessibility Should Adapt to People, Not the Other Way Around