So is "mobile". It used to be awkward and embarrassing when someone said things like "focusing on mobile" but then we got used to it I guess. The same might happen here (though "driverless" will probably be more common than "autonomous".)
I don't have to like it. I am still bothered by "mobile", "solar", "nuclear" (or "nookyular"), and the rest. I'm willing to die on this hill — or to stand on it, waving my arms, showing that one man at least cares about the English language.