At least with search engines, or even libraries, you're aware that there are many authors of varying reliability and the publications/sites might not be reputable.

AI chat bots will summarize the top N web search results as if they're fact, weaving them into seemingly coherent narratives, all while reassuring the user that their questions are really good and they're learning a lot.