Research interests

My broad research question is how to build AI systems that support human reasoning without replacing it.

My current work centers on whether AI tutors adapt to demonstrated learner reasoning, and how contextual AI advice affects epistemic agency. I’m also exploring what it means to design AI systems around development contexts and local knowledge.

Why a public research studio?

A final paper is one part of a research process. This site makes room for the questions, reading, methodological decisions, revisions, and unfinished ideas that precede it.

The notebook is organized to make connections visible. Maturity labels signal how far a piece of thinking has developed; they are not a substitute for evidence.

Profile / CV

This is a concise research profile based on the information supplied for the site. A full CV, institutional affiliation, contact links, and verified publications can be added when available.

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