A brief update: Why I’m still using AI detection after all, alongside many other strategies

Summary

A bounded pro-detection stance with acknowledged costs.

Mills retains detection among several strategies while reporting more false flags and stressful meetings. She rejects treating scores as conclusive, uses process conversations and offers alternatives; she also acknowledges possible survey-response bias.

Compare tool performance, response procedures and student experience separately, rather than turning one teacher’s experience into a general rule.

Detection accuracy and fairness were not verified.