That’s a very narrow view. Machine code is ran in one context – the CPU – with the compiler worrying about this one context. Meanwhile, HTML is parsed by much more than a browser.

Like the article says, there is literally zero drawback to being slightly more semantic. In fact, semantic HTML probably improves your own code, making it easier at a glance to see what components do.