Ok.. Having filed the provisional patent, I have genuinely tried to REDUCE the 'signal' from my LLM vs. Human provenance discriminator. I even tried rebuilding ALL of the data collection tool-chain and using only the tiniest of lightweight linear classifiers. No matter what I do the signal persists - this is from a set of data using a different scraper, from different sites, with a different set of LLM generators, with NO prompts (just responding to the sample text).. But the signal remains...
#research #patents #ai #llm #human