They didn't test for eg. 010 back and forth. There might be a 000 bias, etc.
An ideal 386 computer could be thought off as not requiring energy too, right? A looping pseudo random number generator would then be time reversal. It's not saying anything really.
[0] - https://arxiv.org/abs/1405.1548
EDIT: See page 79 of the referenced paper for the detailed argument.
I believe you meant "quantum computing hasn't provided anything substantial yet". I first read it as "quantum theory hasn't provided anything substantial yet", and I was a bit shocked!
I mean, non casual filter (time travel filters!) are nothing more fancy than a post measurement analysis where we know y_n+1 at y_n, for example.
The "time reversal operator" and "time reversal symmetry" are usual technical terms in Quantum Physics, the authors didn't invent them. In an advanced quantum physics course you get 2 or 3 weeks about them, and the profesor will spend a long time explaining what they mean exactly.
The problem is that the name is too catchy and it generate a lot of misunderstanding when they are used in the press coverage of the technical articles.