Comment by veunes

This is an inevitable arms race. The slop generators will constantly improve to fool the detector, and the detector will have to train on their new tricks

The problem is that pure content-based analysis (at the text or image artifact level) is doomed to fail in the long run - sooner or later, the models will learn to mimic humanity perfectly. The only robust path forward is analyzing side-channel signals: publication frequency, site structure, linking patterns, and domain history