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NLUCloud AI & Society Review

Issue 03 March 2026 Learning Architecture

Issue 03: Learning Architecture — AI as an Orchestration Layer in Education
Issue 03 March 2026

Learning Architecture

When information is abundant, learning model orchestration becomes the binding constraint.

Issue 03 Cover Essay

AI & Education

AI as an Orchestration Layer in Education

AI’s most important role in education may not be content delivery or teacher replacement, but the coordination of learning models into adaptive, human-centered learning architectures.

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Source research

Learning Model Orchestration: Beyond Personalization in the Age of AI · SSRN 6573518

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