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Live Classroom Dashboard
Instructionally Significant Moment
Student A connected the equation to the balance model.
◆ Conceptual Connection
10:23 AM
Recommended Action (High Priority)
Invite Student A to explain their reasoning to the class.
💬 Suggested Teacher Question
10:24 AM
Agent Pipeline · DMAMG-coordinated adaptive cognition loop
🎙️Perception
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🕸️DMAMG Memory
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🎓Pedagogical Reasoning
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🤝Coordination
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📲Teacher Interface
Graph nodes: 0
Temporal edges: 0
Events fused: 0
Recs acted on: 0
Live Classroom Transcript · speech + gesture + artifact streams, AI-annotated
Student Participation Overview
Classroom Interaction Heatmap
Teacher