That's fair pushback re how "standard" deep learning is. That said, those methods are rapidly establishing themselves as the go-to for applications in speech, vision, and text. At least for those outfits that can afford the substantial dev costs.
Practicality has always been a problem with deep learning, and I think enabling access to this powerful technology will be a great enabler for many people in the long term.