This article describes a Triadic Learning Ecosystem (TLE) that "offers an architecture of that near future, connecting teachers, students, and AI-enabled tools in a collaborative model of learning." The three elements are students (as peer groups), the teacher (as conductor), and pedagogical AI assistant (PAIA) (as scaled support). "Teachers are elevated from content-communicator to classroom conductor. They encourage, challenge, intervene, motivate, and lead." Interesting word choice, 'elevated'. "The students are not passive recipients of information but active builders of it. In small peer groups, they produce, debate, and explain to one another." There's a five phase model that describes class sequencing: co-design, student exploration and creation, PAIA simulation, real-time feedback loop, reflection and synthesis. There's also a (very simple) technology mapping to the framework. There's some good thinking here, but I think it's far too rigid a structure.
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