Tag: EdTech
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The Future of Agentic AI in Education: Co‑designing with Teachers
Agentic AI refers to autonomous systems capable of setting goals, planning and executing multi‑step workflows across educational tools. A 2026 review of 28 studies found that most teacher‑AI collaboration involves AI supporting lesson planning and content generation rather than true co‑design. With analysts predicting that 40 % of enterprise applications will embed specialised AI agents by…
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LearnAdapt PedOS Plugins: From Prompt to Production in a Safe Educational AI Ecosystem
The LearnAdapt PedOS Plugin Lifecycle shows how educational AI plugins can move safely from prompt to production through artefact generation, human review, automated security checks, sandboxed previews, telemetry gating, and versioned publishing. It is a step towards a trusted Pedagogical Operating System where educators, researchers, and developers can co-create AI-powered learning tools without compromising safety,…
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Introducing PedOS 1.1 Lumina: A New Era for the LearnAdapt Ecosystem
The LearnAdapt Platform is launching PedOS 1.1 Lumina, a Pedagogical Operating System powered by the Ensemble of Specialized LLMs (ES-LLMs) architecture. Featuring a new developer SDK and the no-code Agentic Studio, Lumina empowers anyone to build AI-driven educational plugins.
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The ES-LLMs Public Sandbox Is Now Live: From Untamed Black Box to Interpretable Pedagogical Orchestration
The ES-LLMs public sandbox is now live. This architecture moves beyond black-box LLM tutors by introducing a deterministic, multi-agent orchestration layer that enforces pedagogical constraints, improves interpretability, and enhances learning outcomes. Discover how structured AI systems can transform adaptive tutoring from opaque responses into auditable, trustworthy educational experiences.