As an older engineer currently having fun digging into ML: yep, a well thought-out set of good-ol business rules can do a lot of what teams are applying ML to these days.

Nothing wrong with learning new things, though. I can get behind that. It's important to stay intellectually honest, however.

On the other hand, research efforts on vision, language and autonomous systems are genuinely pushing boundaries.