Systems that leave
room to think.
Three connected research streams, organized around a shared question: how can AI support human reasoning without displacing it?
01Benchmark design02Study in progress03Early exploration
Adaptive AI tutoring
When does a tutor respond to a learner’s reasoning?
From counterfactual benchmarks to systems that observe before intervening.AI & epistemic agency
Whose knowledge shapes a decision made with AI?
Contextual advice, local knowledge, and the space to decide for yourself.AI for development
What changes when context becomes a design requirement?
Situated AI systems for development and resource-constrained settings.QuestionReadingSynthesisExperimentRevisionArtifactPublication