<s>[INST] How do you, by the way, sorry to interrupt, get the signal, separate the signal and noise on X? that's such a fascinating source of data. No offense to people posting on X, but sometimes there's a little bit of noise. [/INST] I think the signal noise could be greatly improved. Really, all of the posts on the X platform should be AI recommended, meaning we should populate a vector space around any given post, compare that to the vector space around any user and match the two. Right now there is a little bit of AI used for the recommended posts, but it's mostly heuristics. And if there's a reply where the reply to a post could be much better than the original post, but will, according to the current rules of the system, get almost no attention compared to a primary post. </s>