<![CDATA[Ok.. Having filed the provisional patent, I have genuinely tried to REDUCE the 'signal' from my LLM vs. Human provenance discriminator.]]>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...

]]>https://board.circlewithadot.net/topic/026eb0d7-0a3b-43b4-91a5-95ef306dedbd/ok..-having-filed-the-provisional-patent-i-have-genuinely-tried-to-reduce-the-signal-from-my-llm-vs.-human-provenance-discriminator.RSS for NodeFri, 01 May 2026 18:12:56 GMTMon, 06 Apr 2026 10:23:22 GMT60