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Over fifty new hallucinations in ICLR 2026 submissions

gptzero.me

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Re: Over fifty new hallucinations in ICLR 2026 submissions

#2
The legal system has a word to describe AI "slop" --- it is called "negligence".

And as the remedy starts being applied (aka "liability"), the enthusiasm for AI will start to wane.

I wouldn't be surprised if some businesses ban the use of AI --- starting with law firms.

Re: Over fifty new hallucinations in ICLR 2026 submissions

#3

The legal system has a word to describe AI "slop" --- it is called "negligence". And as the remedy starts being applied (aka "liability"), the enthusiasm for AI will start to wane. I wouldn't be surprised if some businesses ban the use of AI --- starting with law firms.

I applaud your use of triple dashes to avoid automatic conversion to em dashes and being labeled an AI. Kudos!

Re: Over fifty new hallucinations in ICLR 2026 submissions

#5
post #4

Can we just call them "lies" and "fabrications" which is what they are? If I write the same, you will call them "made up citations" and "academic dishonesty". One can use AI to help them write without going all the way to having it generate facts and citations.

As long as the submissions are on behalf of humans we should. The humans should accept the consequences too.

Re: Over fifty new hallucinations in ICLR 2026 submissions

#7
Is the baseline assumption of this work that an erroneous citation is LLM hallucinated?

Did they run the checker across a body of papers before LLMs were available and verify that there were no citations in peer reviewed papers that got authors or titles wrong?

Re: Over fifty new hallucinations in ICLR 2026 submissions

#9
Checking each citation one by one is quite critical in peer review, and of course checking a colleagues paper. I’ve never had to deal with AI slop, but you’ll definitely see something cited for the wrong reason. And just the other day during the final typesetting of a paper of mine I found the journal had messed up a citation (same journal / author but wrong work!)
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