
Intelligence Briefing
Author of the foundational textbook "Machine Learning" (1997), which defined the field for a generation of researchers. Founded CMU's Machine Learning Department, the first of its kind in the world. Co-directs the CMU-Squirrel AI Lab on Personalized Education at Scale. Currently researching AI mentors for student projects and producing the podcast "Machine Learning: How Did We Get Here?" Delivered the 2025 Peter Kirstein lecture at UCL on AI in education.
PhD, Electrical Engineering β Stanford University
AGI Position Assessment
Unknown
Advocates for responsible AI development with emphasis on transparency and education. Believes AI should augment human capabilities, particularly in education.
Advocates for responsible AI development with emphasis on transparency and education. Believes AI should augment human capabilities, particularly in education.
Source Material
Dossier last updated: 2026-03-10