I like that they are very blunt and to the point.

It'd be really cool if we can add more social dynamic features to papers / research, and have people correct papers in the open, like twitter community notes, to the point that if you can really disprove it, the paper is now marked "wrong" or something like that on arxiv. Sort of inbetween collaborative science or hunting for patent prior art or bug bounty hunting. Getting paid for it would be even better, making money by sniping issues in research. One can dream.

I wonder how much money in bounties it'd take to proof-invalidate whole branches of psychology (insert your own pet peeve here) research in a methodical way, probably not that much.

I wish academic papers were more like Wikipedia articles. Currently what I'm working on is really "Building on" one pretty pivotal paper from the 90s, and there's a whole constellation of work that has spawned.

So much ink is spilled re-defining the problem, and reading any paper requires going through the system model every time because tons of arbitrary decisions may have been done different. It makes it hard to compare results, and makes almost every statement that reads "Over in this area we're not innovating on, we used the SOTA" wrong, because some other group is innovating in that corner.

If instead there was one canonical version of it with an edit history, and I could go try to just re-write one little para and argue in the talk section about it with the one-or-two other groups picking away at that, I feel like things could move faster and be done higher quality.

It'd also be a lot easier to peek at other areas. Currently if I have a question like "What's the latest in NeRFs underwater? I remember seeing a paper about that a while ago" I've basically got no idea.

I too, would like to have what you’re having.

Academic publishing doesn’t make the authors money, it costs them money. To publish is a requirement for academic employment, but there’s no incentive to retract, either than revenge, or one’s academic honesty.