Procurement documents for AI classroom patrol systems at Anhui Vocational College of Commerce and Trade and Zhengzhou Normal University in 2025 have recently sparked concern: the systems monitor student attendance rates, head-up rates, and desk-leaning rates, analyze the political leanings and sensitive words in teachers' classroom speech, and automatically trigger screenshots for evidence collection and inclusion in priority monitoring lists when thresholds are met.