I think papers make good references. I think of it more like the equivalent of a "datasheet" for an electronic part, say. Once you understand the intricacies, it's a valuable reference but more often than not, it's not very good and conveying motivation or intuition.

> Academic papers are terrible at knowledge transfer.

Well, at least they are better than patents.