Research Agency & SDL Authenticity & Assessment Equity & Heterogeneity Literacy & Design My research is organized around four connected strands. Click any region of the map to explore the strand in depth. AI-Mediated Self-Directed Learning Authenticity & Assessment Heterogeneity & Equity AI Literacy & Design Translation How do learners plan, prompt, verify, and make meaning with AI? How does AI change authenticity, authorship, and evaluative judgment? For whom does AI support learning, and where does it reproduce inequity? How should courses and tools build AI literacy, reflection, and transfer? Dissertation Global Learners & GenAI agency, heterogeneity, equity longitudinal mixed methods Agency & SDL Authenticity & Assessment Equity & Heterogeneity Literacy & Design