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False AI flags can definitely discourage students, making them afraid to write naturally or creatively. Schools should use detectors responsibly and always pair results with human review. Transparency about how detection works helps maintain fairness and trust. Educators can analyze text for AI generation with Smodin, using it as a supportive tool rather than a judgmental one, promoting learning instead of fear.