Building an AI Detector: Lessons Beyond Accuracy

A developer building Naturalmelo found that classifying text as human or AI is less useful than users expect, as most documents blend both. Users prioritize trust and actionable insights over raw accuracy. The project evolved from a machine learning task into a continuous engineering and product design challenge.