April 1, 2026
The Smart Classroom application now offers a series after-class summary enhancements in the form of next‑generation real-time audio and visual analytics, giving teachers and schools a better understanding of classroom dynamics through AI‑driven summaries and engagement metrics.
The Education AI Suite now also includes built-in telemetry hooks and benchmarking.
New
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Speaker Diarization (via the Audio Pipeline):
- identifies teacher and student speakers using NPU-accelerated diarization
- generates an interactive audio timeline for replay and analysis
- enables time-coded navigation within class video recordings
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Class Engagement Metrics – Audio:
- measure teacher and student speech duration
- track questions asked and answered
- track student-teacher interaction frequency
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Class Engagement Metrics – Video:
- track student hand raises
- track posture changes (stand up/sit down)
- track teacher movement
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Built‑in telemetry to measure classroom workloads across Intel platforms (CPU core utilization, iGPU load, NPU load, memory usage, workload-specific performance counters)
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Benchmarking scripts to reproduce Intel internal performance measurements, and validate XPU performance
Improved
- Knowledge Graph UI readability and formatting, and increased clarity when visualizing topic relationships