From Tools to Teacher-Built Teammates: No-Code Pedagogical Plugin Authoring with LearnAdapt Agentic Studio and PedOS 1.1 Lumina
arXiv:2607.09674v1 Announce Type: new Abstract: Teachers and researchers need to adapt educational AI to local goals, but most systems remain difficult to customize or study without coding expertise. We present LearnAdapt Agentic Studio on PedOS 1.1 Lumina, a no-code authoring and governed runtime environment for educational AI plugins. A non-coder describes a desired learning interaction in plain English; the system prepares a previewable plugin artifact, runs safety checks, and supports submis
Record details
Published: 14 July 2026
Source: arXiv cs.CY
Category: Research
Topics: Agents & autonomy · Environment
Retrieved: 14 July 2026
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How to cite this record
ethics.ai (14 July 2026), “From Tools to Teacher-Built Teammates: No-Code Pedagogical Plugin Authoring with LearnAdapt Agentic Studio and PedOS 1.1 Lumina,” evidence record 1505, https://ethics.ai/record/1505 (originally published by arXiv cs.CY).
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