The thing that always annoys me in this toxic cycle is the insistence on applied research. I’ve seen people across a few different fields run into this problem.
Let’s say that they do some really interesting applied research, where they build on existing basic research to come up with some really cool applications. Yay, science! But this brings them to the boundary of what we know in that area — there’s no more basic research to build upon. What they need to do (and what is very clearly cued up by what they just published) is take this applies research and just do a bunch of structured “fuck around and find out” and see what happens, hopefully producing some additional basic research that they, or other researchers, can then figure out how to apply that in interesting ways.
But noooooooooo. It’s like that meme comic with the dog where it has a frisbee and it says “no take, only throw”. Everything you make has to be useful, or you will struggle to get funding. The area I know most about this is in protein structure stuff, and it drives me mad to see papers complaining about how many potentially druggable targets there could be in the “dark proteome” — the large array of human proteins that we don’t know shit about. Countless papers lamenting how we’re not researching proteins where we’re most likely to find new and useful stuff, but rather we’re just doing more and more research on proteins we already know a heckton about, i.e. “searching in the areas where we have the best light”[1]. But of course people are doing that, when someone who wants to go and search in the dark are expected to produce useful results right away.
The way it’s meant to work is that some people go spelunking in the dark, and they say “hey, I might have found something here”, and that causes other people to head over there to shed light on the area so we can evaluate things better. We need to start somewhere!
[1]: To be clear, I’m not blaming the researchers who write these papers or editorials, because there’s very little that they can do to change it. Hell, writing these papers is likely their attempt to change this unreasonable system of expectations. Unfortunately, the root problem here is how capitalism and our funding model for research leads to toxic cycles such as “publish or perish”.
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I sometimes reflect on how an evil version of me would be so successful. I’m actually rather good at a lot of the capitalism type skills, and especially in recent years, I’ve reflected on how those skills combined with my genuine expertise in machine learning would make me exceptionally good at making bank off of the dumbasses who have wholeheartedly drank the koolaid. I went to a university with a lot of effective altruists, and man, they’re easy to scam, and I could be so much more comfortable if I just sacrificed everything I value in life.
It turns out that I’m not actually sad that I have a moral compass, but rather that people with strong values are so often forced to consider compromising on those values because they’re desperate to not live in precarity. It’s grim.
Something significant that has just occurred to me is that the compulsory banking internship I had to do after my first year of university as part of a scholarship might’ve been more useful than I had previously realised. It was a soul killing experience and I reached some extremely low periods that Summer because of it, but I’m realising that it was a useful learning experience. Prior to that, I would’ve been far more likely to consider selling my soul for a comfortable life, but if nothing else, that internship taught me I physically couldn’t live a life like that. Good thing I learned that on a low stakes internship, rather than something more committed.