Go take a giant dataset of LLM generated outputs, use an accurate POS tagger and look for 5-grams or similar lengths of matching patterns.
If you do thi, you’ll pull out the overrepresented paragraph and sentence level slop that we humans intuitively detect easily.
If your writing appears to be AI generated, I assume you aren’t willing to put human intentionality/effort into your work and as such I write it off.
Btw we literally wrote a paper and contributed both sampling level techniques, fine tuning level techniques, and antislopped models for folks to use who want to not be obviously detected in their laziness: https://arxiv.org/abs/2510.15061
If you do thi, you’ll pull out the overrepresented paragraph and sentence level slop that we humans intuitively detect easily.
If your writing appears to be AI generated, I assume you aren’t willing to put human intentionality/effort into your work and as such I write it off.
Btw we literally wrote a paper and contributed both sampling level techniques, fine tuning level techniques, and antislopped models for folks to use who want to not be obviously detected in their laziness: https://arxiv.org/abs/2510.15061