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Last week I read through 10 project proposals by students. Two of those ticked all boxes for LLM writing throughout their full text. Not that I checked for LLM-markers specifically, but if a text makes you go: wait a minute, am I reading the output of an LLM? only to then present you with more markers also content-wise, that will have an impact on the human reading the text.

And it should. If someone sends me an obvious copy-paste mass email it also has an impact on how serious I take that email to be meant as an actionable proposal targeted at me specifically.

If they half-ass their proposal which has to do with language I can reasonably infer they may also half-ass the real world implementation which in this case also had to do with language. If you're unable to describe your own idea on half a page of paper in your own words, maybe the students who are able to do so should be treated fair.

I don't care wheter or not they use LLMs, in fact do. But engage with the ideas and results and convince me you really care about them.



Exactly, without talking about automated checkers or publishing policies, if a text gives readers the impression is was LLM-generated it will affect how they judge it.

Recently a contractor presented a small internal tool they made for a very specific task. The UI text gave a direct impression to be entirely LLM-generated with no human edition. It makes the entire tool look vibe-coded, affecting how we judge it. Now I question whether they even reviewed the functionality correctness, which I wouldn't doubt if the UI didn't look generated.




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