You're treating Mastodon as the protocol here, and sure it's a combined frontend/backend, and it is the most used one, but its just one implementation of the AP protocol. You can plug your favourite AP app/frontend into any Mastodon instance.
I think they're saying that frontier LLMs may be usable to spot citations that are correct by shape (a real citation) but incorrect by usage (unrelated to the text)
I kind of hate the idea, but you probably could do a lazy LLM check of every paper and every citation and have it flag possible wrong (second sense) citations for human review
But you'd need a LOT of tokens and a LOT of human-hours
1Password has really been bugging me recently, all the emails they send have giant link buttons they want you to click without verifying where you're actually going
I desperately wish Helix would support virtual text (code folder, markdown links just showing the text when not selected), but the default keybinds and the way that selecting and editing text work just works too well in my brain to go anywhere else
Show someone a list of resumes with an "applicant score*" and they'll naturally ignore the ones with a low ranking
*scores are generated with AI, mistakes may be made, use only as a guide and verify results