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Dr. Joleen Liang is Co-founder of Squirrel AI, which pioneered adaptive learning at scale, first in China and now in the US. By 2021 its technology had served over 60,000 public schools in 1,200 cities across Asia. Squirrel AI has implemented large knowledge graphs mapping out the main concepts in the K-12 math, science, and language curriculum. The Squirrel learning tablet actively observes student behavior (including eye-tracking during video lessons) and adapts its presentation and testing to individual learning patterns. Chapter markers: 00:00 Introducing Joleen Liang: Co-Founder of Squirrel AI 02:14 The Journey of Squirrel AI 14:44 AI vs Human Teachers: The 2017 Competition 33:51 AI and Student Support: Supervisor and Chatbot Roles 51:12 Challenges and Opportunities in the US Market Music used with permission from Blade Runner Blues Livestream improvisation by State Azure. – Steve Hsu is Professor of Theoretical Physics and of Computational Mathematics, Science, and Engineering at Michigan State University. Previously, he was Senior Vice President for Research and Innovation at MSU and Director of the Institute of Theoretical Science at the University of Oregon. Hsu is a startup founder (SuperFocus.ai, SafeWeb, Genomic Prediction, Othram) and advisor to venture capital and other investment firms. He was educated at Caltech and Berkeley, was a Harvard Junior Fellow, and has held faculty positions at Yale, the University of Oregon, and MSU. Please send any questions or suggestions to manifold1podcast@gmail.com or Steve on X @hsu_steve.