Boffins warn that #AI #papermills are swamping #science with garbage studies
The team from University of Surrey notes an "explosion of formulaic research articles," including inappropriate study designs and false discoveries, based on data cribbed from the #US #NHANES nationwide health database.
The study, published in PLOS Biology, a nonprofit publisher of open-access journals, found that many post-2021 papers used "a superficial and oversimplified approach to analysis."
https://www.theregister.com/2025/05/13/ai_junk_science_papers/
@freemo Oh it’s not my way, I’m just making a vaguely threatening predication with offers for future moral support should the need arise. In fact I hope you don’t rue this day…BUT YOU WILL
@freemo You’ll rue the day you posted this freemo, you’ll rue it eventually! Not because I’m gonna do anything about it, but you will! Just wait and see (and update me on why and if you need anything when it happens)!
@schappi Allow me to propose the following notation:
d^nk where n is the number of nested rolls and k is the type of dice rolled (and note the carat is meant to represent exponentiation but I can’t superscript). The downside is that it doesn’t work well with mixed dice, but repeated applications of rolls of the same die is easily captured, maybe adding a subscript would give more flexibility…
@freemo @cleverthis Basically, each change you make is logged as a micro-commit, and once you reach a state that you're happy with the current progress, you simply quash the micro commits into commits based on whatever best practices you prefer. In git, such a set of operations would be a nightmare, but jj uses first-class conflicts and a pseudo-theory-of-patches to make this the default way of interacting with your repo, and I have to say I much prefer it. And the fact that any valid jj repo is also a valid git repo means way less overhead in terms of integrating with your existing workflows.
Here's a the codebase and a few tutorial resources.
https://kubamartin.com/posts/introduction-to-the-jujutsu-vcs/
https://steveklabnik.github.io/jujutsu-tutorial/introduction/what-is-jj-and-why-should-i-care.html
Additionally, there are some Emacs extensions and CLI tools that exist. If you're interested, I'll link you :)
@cleverthis @freemo I would heavily recommend looking into git-compatible tools like jujutsu that let you tinker first and commit later without all the mental overhead required to pre-plan your commits in advance. Sometimes as you go down the rabbit hole when fixing an issue or adding a feature, the easiest thing to do is finish and worry about organization afterwards and tools like jujutsu, (and pijul/DARCS) give you more flexibility than hit in this regards (and it’s easier to keep track of and keep a clean history IMO).
A previous analytical biochemist, (functional) programmer, industrial engineer, working on a PhD with a focus in complex systems.