The discussion of this paper on Scott Aaronson's blog is a great way to get a bit deeper into what was proved and what the implications are: https://www.scottaaronson.com/blog/?p=4512
I'm also puzzled by the use of the word "convince" in there. Is it possible for such a quantum oracle to lie?
There are some white mice on Magrathea who hold the IP on this.