Imagine a world where the only content you see is from publishers that you trust, and that your friends trust, and their friends, to maybe 4 or 5 hops or so, and the feed was weighted by how much they are trusted by your particular social graph. If you start seeing spammy content, you downvote it, and your trust level from that part of your social graph drops, and they are less likely to be able to publish things tha…
I would say the current model of information retrieval against a mountain of spam is already broken and LLM will just kick it over into impossible. I feel like we are already back to the world of Lycos, Excite, and Altavista where searches give you a semi relevant cluster of crap and you have to query craft to find the right document. In some ways I think the LLM chatbot isn’t a bad way to get information if it can validate itself against a semantic verification system and IR systems. I also think the semantic web might have a bigger role by structuring knowledge in a verifiable way rather than in blobs of ascii.