This is pretty much the only way that I use AI. It can brainstorm 50 ideas faster than I can and format them in a way that I can actually get started on projects rather than planning out each step.
AI is pretty strong at what I have been calling “permanent facts”. Using any song as an example, it will always have the same key, tempo, scales, etc. As such, when asking for details about a song, listing out the key, scales, tempo, and asking it to show unconventional scales that will play over it. Another example of a permanent fact would be the death date of someone, as that isn’t really going to be changing.
On the other hand, temporary facts are where hallucination and other inaccuracies come in. There’s no way for LLM’s to get new information, so it doesn’t know about career changes, current ages or net worth. You can utilize permanent facts to get accurate information about temporary facts, but that’s not nearly as useful. I think one of the major issues people have with LLM’s (model creation aside) is that our society really values temporary facts, and so when it gets it wrong people like to point at that as a fault. Which it certainly is, but to me it’s kind of like pointing at Photoshop and laughing that it can’t even be used to write a book - like, OK but that’s not really it’s purpose?
I think another example of LLM’s definitely being useful was all of those privacy nightmare Excel/Sheets plugins. Privacy aside, that’s basically the ideal use-case for LLM’s as you are pointing out Permanent Facts (the data in cells A-Z) and having it sort them in some fashion. I’ve seen a lot of LLM hallucinations for sure, but I’ve also seen a lot of consistency when actually using it as intended. I’ve yet to have it be “wrong” when I was testing my music information template or when sorting out data in excel.
Much outside of that though, no. It’s only useful as getting mass amounts of theory in a short session, not so much for being reliable in that information. That might sound like a bad tool, but as mentioned it has plenty of use-cases, people are just using it as a tool very, very poorly. (It can also be used maliciously more easily than most other tools, which definitely prohibits its status as a “good” tool.)
Quality over quantity.
Meta is so well known for having good moderating. (/s)
Meta is so well known for promoting posts that are active hate-speech. (For example, CW in Link: suggested “Threads” posts on Instagram have shown transphobic posts to me Which kind of goes back to point 1, terrible moderation. Btw, my partner is involved with Queer Activism on facebook and so it’s not like I am being targeted for hateful ads. This is just what they decided to promote, probably because it got a lot of comments and shares. Oh, why do we want Threads users who are actively sharing this rhetoric? Seems antithetical to the entire concept that the fediverse was founded on.
What happens to the rest of the fediverse when it’s overrun by millions of Threads users, hundreds of thousands of them promoting this sort of content? All defederated instances will now have to pick and choose - something we already do, but I would say we only need to look at Lemmy.World to see why this is a bad thing, as imagine Threads communities become the regularly used ones, so now any instances that defederate don’t have access to the most active community. In turn, this either kills the defederated communities by keeping these communities small, or actively encourages those new to the fediverse to just join Threads since it has “the most active” communities.
Now that there are millions of threads users, what happens to smaller instances that are now being overrun by traffic that their server couldn’t handle, or malicious users on Threads - with Lemmy’s moderation tools this can be a cumbersome and difficult process since, from my understanding, this becomes a case-by-case situation for the Instance Moderator, all while the Threads Moderating Team will likely do nothing and ignore the inflammatory users. From my understanding, you can have 1 Threads account per Instagram Profile, and users can have 5 Instagram Profiles. Obviously, this is also a Lemmy issue, but with Instance Admins having control over their users, Threads as an Instance Admin historically hasn’t seemed to be great.
The Fediverse is some ~1.5m users. Threads is already 100m. As mentioned about server load, there’s also just the entire idea of it being so big that it naturally becomes a vital resource. E1) Extend. As it becomes widely used, Meta starts taking an interest in the future of ActivityPub. E2) Embrace. And finally, now that it is established and smaller instances are either defederated or have some form of, effectively a shadowban, all that is realistically left is Threads content. E3) Extinguish.
Is the fediverse being more accessible a good thing? Absolutely, not many are arguing that. The idea is that Threads gets so big that ActivityPub either can’t exist without Threads, or Threads leeches the userbase from the rest of the Fediverse. Someone you like is on Threads but not the rest of the Fedi? Well, why have a Lemmy.ML account when you can just have your Threads account?
Before you know it, we’re back to only having one website again for all of our social media needs.