2% of ICML papers desk rejected because the authors used LLM in their reviews

https://blog.icml.cc/2026/03/18/on-violations-of-llm-review-policies/

On Violations of LLM Review Policies – ICML Blog

I'm amazed that such a simple method of detection worked so flawlessly for so many people. This would not work for those who merely used LLMs to help pinpoint strengths and weaknesses in the paper; there are separate techniques to judge that. Instead, it only detects those who quite literally copied and pasted the LLM output as a review.

It's incredible how so many people thought it was fair that their paper should be assessed by human reviewers alone, and yet would not extend the same courtesy to others.

Generally speaking people have worse impulse control than they believe they do. Once you give a tool that does most of the work for you, very very few people will actually be able to use that tool in truly enriching ways. The majority of people (even the smart ones) will weaken over time and take shortcuts.

That's an excellent point. It seems likely they thought they could operate as a proper reviewer, but when the deadline came, they took the shortcut they knew they were not supposed to take.

It really does sound like an addiction when you put it this way.