When I started building Naturalmelo, I thought the difficult part would be training a machine learning model to distinguish AI-generated text from human writing.

I quickly realized that wasn't the hardest problem.

The more challenging question was actually what users expected the detector to do.

The First Mistake I Made

Initially, I treated AI detection like a traditional classification task.