> LLMs don't prompt themselves from training data

Tell that to twitter propaganda bots and the developers behind it. Don't have to tell me that, you know. Most interactive systems that interact with websites that I've seen are vulnerable to this because of the way they prompt the LLM after the scrape, with the unfiltered or crappily sanitized content.