Maybe it's time for a reputation system. E.g. every author publishes a public PGP key along with their work. Not sure about the details but this is about CS, so I'm sure they will figure something out.
Maybe arXiv could keep the free preprints but offer a service on top. Humans, experts in the field, would review submissions, and arXiv would curate and publish the high quality ones, and offer access to these via a subscription or fee per paper....
Updated practice for review articles and position papers in ArXiv CS category
61–70 of 250 posts
Re: Updated practice for review articles and position papers in ArXiv CS category
#62So what they no longer accept is preprints (or rejects…) It’s of course a pretty big deal given that arXiv is all about preprints. And an accepted journal paper presumably cannot be submitted to arXiv anyway unless it’s an open journal.
For position (opinion) or review (summarizing state of art and often laden with opinions on categories and future directions). LLMs would be happy to generate both these because they require zero technical contributions, working code, validated results, etc.
Re: Updated practice for review articles and position papers in ArXiv CS category
#63Simple solution: criminalize posting AI generated publications IF NOT DISCLOSED CLEARLY. Lets say 50000€ fine, or 1 year in prison. :)
Re: Updated practice for review articles and position papers in ArXiv CS category
#64I'm not sure this is the right way to handle it (I don't know what is) but arXiv.org has suffered from poor quality self-promotion papers in CS for a long time now. Years before llms.
How precisely does it "suffer" though? It's basically a way to disseminate results but carries no journalistic prestige in itself. It's a fun place to look now and then for new results, but just reading the "front page" of a category has always been a Caveat Emptor situation.
Beyond hosting cost, there is some prestige to seeing an arXiv link versus rando blog post despite both having about the same hurdle to publishing.
Re: Updated practice for review articles and position papers in ArXiv CS category
#65Have the papers gotten that good or bad?
I've seen quite a few preprints posted on HN with clearly fantastical claims that only seem to reinforce or ride the coattails of the current hype cycle. It's no longer research, it's becoming "top of funnel thought leadership".
Re: Updated practice for review articles and position papers in ArXiv CS category
#66The Tragedy of the Commons, updated for LLMs. Part #975 in a continuing series. These things will ruin everything good, and that is before we even start talking about audio or video.
Re: Updated practice for review articles and position papers in ArXiv CS category
#67Maybe it's time for a reputation system. E.g. every author publishes a public PGP key along with their work. Not sure about the details but this is about CS, so I'm sure they will figure something out.
I had been kinda hoping for a web-of-trust system to replace peer review. Anyone can endorse an article. You can decide which endorsers you trust, and do some network math to find what you think is reading. With hashes and signatures and all that rot. Not as gate-keepy as journals and not as anarchic as purely open publishing. Should be cheap, too.
Fundamentally, we want research that offers something new (“what did we learn?”) and presents it in a way that at least plausibly has a chance of becoming generalizable knowledge. You call it gate-keeping, but I call it keeping published science high-quality.
Re: Updated practice for review articles and position papers in ArXiv CS category
#68Maybe it's time for a reputation system. E.g. every author publishes a public PGP key along with their work. Not sure about the details but this is about CS, so I'm sure they will figure something out.
Maybe arXiv could keep the free preprints but offer a service on top. Humans, experts in the field, would review submissions, and arXiv would curate and publish the high quality ones, and offer access to these via a subscription or fee per paper....
Re: Updated practice for review articles and position papers in ArXiv CS category
#69The Tragedy of the Commons, updated for LLMs. Part #975 in a continuing series. These things will ruin everything good, and that is before we even start talking about audio or video.
Spammers ruin everything. This gives the spammers a force multiplier.
It is also turning people into spammers because it makes bluffers feel like experts.
ChatGPT is so revealing about a person's character.
Re: Updated practice for review articles and position papers in ArXiv CS category
#70The Tragedy of the Commons, updated for LLMs. Part #975 in a continuing series. These things will ruin everything good, and that is before we even start talking about audio or video.