Yeah, publishing in ML can be annoying because of that. What's wrong with "I thought this problem was interesting"?

Because your institution's PR department and the journal you're publishing in want the publicity of "scientist cures cancer". And you probably wrote "I'm curing cancer" in your grant application, team charter, or whatnot.