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→ EMACS uses real-time classroom data to analyze posture, gaze, and attention trends while preserving privacy and respecting ethical data usage.
→ Teachers receive dynamic dashboards showing engagement levels and pacing recommendations.
→ The system suggests curriculum pacing and content adjustments based on real engagement signals.
→ Teachers can log performance notes, track mastery, and refine instruction foreach learner.
EMACS supports teachers rather than replacing them. Students don’t interact directly with the system; instead, it functions as a decision-support tool that enhances teachers’ real-time awareness and instructional precision, enriching learning without losing the human educator at the center.
Through EMACS, teachers are empowered to spend more time on high-impact instruction, providing immediate enrichment or support where it’s needed most. Students benefit from personalized pacing and attention, leading to deeper participation, stronger confidence, and more motivation in learning.
Real-Time Engagement Tracking
Adaptive Curriculum Suggestions
Mastery Log + Parent Reports
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