Melina Uncapher (Advanced Education R&D Fund), Michelle Barrett (Edmentum), Cassandra Herring (Branch Alliance for Educator Diversity), john whitmer (Federation of American Scientists), Jim Larimore (Riiid) explore Educator Insights about Human-Centered AI: 10 Tips from Learning Science at the 2021 ASU+GSV Summit.Leaders in education, learning science and data science share evidence-based insights that can inform product design, solve the "last mile problem" to improve the experience of teachers and learners, and help identify companies and products that are more likely to scale.