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Building high-quality AI-enabled edtech requires an adaptive understanding of open licensing, structured pipelines that involve humans, and leveraging the open-source benchmarks, datasets, and models already available to the community. If you are looking to learn more about building more responsible and effective AI-enabled edtech for education, here are resources from The Learning Agency to explore: … Read more

Sandpiper is a new open-source annotation app developed by the National Tutoring Observatory (NTO) to help researchers, educators, and organizations analyze tutoring interactions at scale. Learn more: Sandpiper Launch Recording

Benchmarks from AI-for-Education.org for Pedagogy, Special Education Needs and Disabilities, Visual Maths, and Visual Reasoning. Learn more.

Suggested Citation: Andres, A., Whitmer, J., & Kurimchak, M. (2026, March 2). Not Ready Yet AI Infrastructure EdTech Market Research. Retrieved from osf.io/preprints/edarxiv/ngbkv_v1