It's funny how when I talk to ML practitioners who have experience & work in the field they're the most pragmatic voices, like our staff developer on the ML team: "if you can solve the problem algorithmically you should definitely do that!"

For full disclosure, I work on txtai one of the more popular AI frameworks out there. So this checks out :)