[nazgul17]

I think the more you know of how (many) things work, the slightly better you'll be at using them. From dishwashers to CPUs, from car engines to watercolours, from guitars to kitchen knives... You get the gist. Once you internalize a model of the thing, it becomes closer to an extension of you than a tool. You drive it better and with less friction.

[sanderjd]

Yes agreed, but there is limited time in a life, so there is a fairly high opportunity cost to internalizing a model of many things, which scales quickly with the complexity of those things, so people rationally limit the number of things they invest their time in. For the vast majority of people, I think it makes a lot of sense for AI systems to fail to make this cut. But for most of us here, on a site for computer technologists, it almost certainly makes sense for us to learn as many of the details as we can manage.