Silver Lining for Learning · 2026-02-09 · 1h 2m
Why AI in Education Needs Standards: Interoperability, Context, and Learner Impact with Michael Feldstein, 1EdTech Chief Strategy Officer; Blaine Helmick, 1EdTech Vice President of Software; and Suzanne Carbonaro, 1EdTech Vice President of Postsecondary Education and Workforce In this episode of Silver Lining for Learning, we explore how 1EdTech Consortium, a nonprofit, neutral, trusted convener, is working at the intersection of interoperability, data, and artificial intelligence to help education systems better serve its learners with technology. The conversation introduces what 1EdTech is, who it convenes, and why shared interoperability standards - such as Learning Tools Interoperability (LTI)®, learning analytics frameworks, and competency standards like Competencies and Academic Standard Exchange® (CASE®) - are foundational to a connected digital learning ecosystem. Through concrete examples, the episode shows how interoperability standards reduce complexity for institutions and their technology providers while enabling more consistent, meaningful access to learning data.
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