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New arXiv policy: 1-year ban for hallucinated references

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Re: New arXiv policy: 1-year ban for hallucinated references

#21
post #4

> The penalty is a 1-year ban from arXiv followed by the requirement that subsequent arXiv submissions must first be accepted at a reputable peer-reviewed venue. This is incredibly good for science. arXiv is free, but it's a privilege not a right! I'm not seeing this clearly listed on https://info.arxiv.org/help/policies/index.html so it's possible this is planned but not live yet - or perhaps I'm not digging deeply…

> This is incredibly good for science. I disagree. It's just one darn hallucinated citation for heaven's sake, not fraud or something. It doesn't account for the substance or quality of their work at all. A one-year ban seems plenty sufficient for a minor first time mistake like this. People make mistakes and a good fraction of them can learn from those mistakes. There's no need to permanently cripple someone's abili…

It's not the kind of mistake that is possible unless you're engaging in fraud anyway.

Re: New arXiv policy: 1-year ban for hallucinated references

#22
post #4

> The penalty is a 1-year ban from arXiv followed by the requirement that subsequent arXiv submissions must first be accepted at a reputable peer-reviewed venue. This is incredibly good for science. arXiv is free, but it's a privilege not a right! I'm not seeing this clearly listed on https://info.arxiv.org/help/policies/index.html so it's possible this is planned but not live yet - or perhaps I'm not digging deeply…

> This is incredibly good for science. I disagree. It's just one darn hallucinated citation for heaven's sake, not fraud or something. It doesn't account for the substance or quality of their work at all. A one-year ban seems plenty sufficient for a minor first time mistake like this. People make mistakes and a good fraction of them can learn from those mistakes. There's no need to permanently cripple someone's abili…

A "mistake" would be a typo in a real citation. A hallucinated citation is evidence of just plain laziness and negligence, which taints the entire submission.

Re: New arXiv policy: 1-year ban for hallucinated references

#23
post #6

Good; academic literature is in crisis because of all of the slop. Forcing some consequences on easily-detectable hallucinations can only be a good thing

It's not just AI, though. I did a doctorate in physics about 40 years back, and bad references were a problem back then.

Doesn't matter if it is AI hallucinations or entirely human scientific fraud, the problem is the same, and the solution works fine for both cases.

If you can't validate that your bibliography is full of real articles, you shouldn't get published.

LLMs have just poured gasoline on the fire.

Re: New arXiv policy: 1-year ban for hallucinated references

#24
post #21

Earlier quoted context omitted.

> This is incredibly good for science. I disagree. It's just one darn hallucinated citation for heaven's sake, not fraud or something. It doesn't account for the substance or quality of their work at all. A one-year ban seems plenty sufficient for a minor first time mistake like this. People make mistakes and a good fraction of them can learn from those mistakes. There's no need to permanently cripple someone's abili…

It's not the kind of mistake that is possible unless you're engaging in fraud anyway.

> It's not the kind of mistake that is possible unless you're engaging in fraud anyway.

Seriously? You can't fathom an honest researcher asking for AI to find a citation they know exists, and the AI inserting or modifying a citation incorrectly without them realizing?

If you find evidence of fraud by all means lay down the hammer. Using a single hallucinated citation like it's some kind of ironclad proxy just because you think they must be committing fraud is insane.

Re: New arXiv policy: 1-year ban for hallucinated references

#25
post #6

Good; academic literature is in crisis because of all of the slop. Forcing some consequences on easily-detectable hallucinations can only be a good thing

It's not just AI, though. I did a doctorate in physics about 40 years back, and bad references were a problem back then.

"Bad", like, you literally just made them up? I hope that would have been a problem.

Re: New arXiv policy: 1-year ban for hallucinated references

#26
post #4

> The penalty is a 1-year ban from arXiv followed by the requirement that subsequent arXiv submissions must first be accepted at a reputable peer-reviewed venue. This is incredibly good for science. arXiv is free, but it's a privilege not a right! I'm not seeing this clearly listed on https://info.arxiv.org/help/policies/index.html so it's possible this is planned but not live yet - or perhaps I'm not digging deeply…

> This is incredibly good for science. I disagree. It's just one darn hallucinated citation for heaven's sake, not fraud or something. It doesn't account for the substance or quality of their work at all. A one-year ban seems plenty sufficient for a minor first time mistake like this. People make mistakes and a good fraction of them can learn from those mistakes. There's no need to permanently cripple someone's abili…

Don't use AI? Problem solved?

Re: New arXiv policy: 1-year ban for hallucinated references

#27
post #4

> The penalty is a 1-year ban from arXiv followed by the requirement that subsequent arXiv submissions must first be accepted at a reputable peer-reviewed venue. This is incredibly good for science. arXiv is free, but it's a privilege not a right! I'm not seeing this clearly listed on https://info.arxiv.org/help/policies/index.html so it's possible this is planned but not live yet - or perhaps I'm not digging deeply…

> This is incredibly good for science. I disagree. It's just one darn hallucinated citation for heaven's sake, not fraud or something. It doesn't account for the substance or quality of their work at all. A one-year ban seems plenty sufficient for a minor first time mistake like this. People make mistakes and a good fraction of them can learn from those mistakes. There's no need to permanently cripple someone's abili…

A citation is where you derived knowledge... If you haven't checked it and you are submitting something that should represent a ton of labour (and which will consume labour to review), you don't understand what you're doing. It is not just crossing T's and dotting I'd.

Your being set behind is less important than the fact that your publishing is setting everyone else behind.

Such a banned person is being helped to "step out of the way", and someone more competent will assuredly step forward to consume the limited maintenance labour more thoughtfully

Re: New arXiv policy: 1-year ban for hallucinated references

#28
post #21

Earlier quoted context omitted.

It's not the kind of mistake that is possible unless you're engaging in fraud anyway.

> It's not the kind of mistake that is possible unless you're engaging in fraud anyway. Seriously? You can't fathom an honest researcher asking for AI to find a citation they know exists, and the AI inserting or modifying a citation incorrectly without them realizing? If you find evidence of fraud by all means lay down the hammer. Using a single hallucinated citation like it's some kind of ironclad proxy just because…

if you're not checking citations in the paper youre publishing AND trusting a non SOTA, hallucination prone ai model to come up with sources for it, its probably for the best of everyone that this paper isn't published.

yes there will be rare exceptions but in general i feel like this is a really good addition.

Re: New arXiv policy: 1-year ban for hallucinated references

#29
post #27

Earlier quoted context omitted.

> This is incredibly good for science. I disagree. It's just one darn hallucinated citation for heaven's sake, not fraud or something. It doesn't account for the substance or quality of their work at all. A one-year ban seems plenty sufficient for a minor first time mistake like this. People make mistakes and a good fraction of them can learn from those mistakes. There's no need to permanently cripple someone's abili…

A citation is where you derived knowledge... If you haven't checked it and you are submitting something that should represent a ton of labour (and which will consume labour to review), you don't understand what you're doing. It is not just crossing T's and dotting I'd. Your being set behind is less important than the fact that your publishing is setting everyone else behind. Such a banned person is being helped to "s…

> Your being set behind is less important than the fact that your publishing is setting everyone else behind

One hallucinated citation does not in any way imply anyone is being left behind. All it means nobody is checked that particular line of the manuscript after it was written. The rest of the paper could still be solid and treated accordingly. If you find evidence of the contrary, of course treat it accordingly, but this is so obviously not that.

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