
Consumer-grade EEG and fNIRS-lite headbands integrated into learning flows to provide real-time feedback on attention, arousal, and mental fatigue. These systems support structured attention training, focus drills, and guided practice, while raising new questions around data quality, consent, and over-interpretation of neural signals.
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