The AI Institute for Inclusive and Intelligent Technologies for Education (INVITE) investigates intelligent K-12 STEM learning environments designed to assess and promote noncognitive skills known to underlie effective learning, including persistence, academic resilience, and collaboration. INVITE Institute research will take an evidence-based and learning-sciences driven approach while investigating how AI can amplify transformative change in how computer-based STEM learning fits within a landscape that is neither equitable nor inclusive.