Excellent post. Could you expand further on your point:

“I think the AI (or perhaps Computer Science) research community is doing a great job (much better than in other areas) at innovating a lot on different peer review systems”

It would be interesting to see how things are done differently in these fields. Even a link to other resources would be great. Thanks.