Across schools, universities, and youth learning environments, a troubling and consistent pattern has surfaced. Students who write their assignments with genuine effort, independent thought, and clear reasoning are being told that their work appears artificial. After checking their essays against AI detectors, many receive results that wrongly imply automation. The confusion and anxiety this creates is significant and growing. As an educator observing this phenomenon across t

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