The Artificial Intelligence for Advancing Instruction at Scale (AI2S) Project

Joined 2024

AI2S project logo.
Professional learning in progress using machine learning to classroom video.

Partners

What are we building?

An AI-assisted professional learning system focused on elementary school mathematics instruction. The project uses machine learning to analyze classroom videos, helping educators identify, reflect on, and improve the use of high-leverage teaching practices that support student-centered math learning.

What are we learning?

  • AI tools can help make core teaching practices visible and scalable for educator reflection and growth.

  • Structured video analysis supports shared understanding of ambitious and equitable math instruction.

  • Sustained, iterative coaching cycles strengthen professional learning communities and instructional leadership.

Products

  • Machine learning-enhanced video analysis system integrated with Edthena coaching model

  • Implementation guide (e.g., how often, how to deploy)

  • Tools and frameworks for identifying ambitious elementary math instruction practices.

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Teachley: Tech-Enabled Teacher Supports

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UF Lastinger Center for Learning—Data Lagoon Phase 2