Carlson Lab bans GenAI writing due to plagiarism risk
A biologist argues that using AI for writing exposes researchers to career-ending plagiarism accusations they cannot mitigate.
Conversation activity · last 33 hours peak 1/30m
Summary, timeline and people extracted by Claude from 6 items across 2 sources · 2h ago. Quotes are verbatim.
Colin Carlson, a biologist at the Carlson Lab, published an essay arguing that generative AI poses an unmitigable plagiarism risk to academic writers, leading his lab to adopt a blanket ban on AI use for writing. Carlson contends that even if an AI-assisted passage is not actually plagiarized, the black-box nature of AI models makes it impossible for writers to verify their work against training data, leaving them vulnerable to accusations they cannot defend against.
- Carlson argues the core risk is not actual plagiarism but the inability to prove non-plagiarism when using black-box AI models.
- The Carlson Lab implemented a complete ban on generative AI for writing, treating the reputational/career risk as unmitigable.
- Academic networks have actively shared the essay, suggesting the argument resonates with researchers concerned about plagiarism allegations.
- At least one commenter challenges the framing, suggesting some academics view the reputational cost of AI-skepticism as equally concerning.
How it unfolded
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A commenter suggests that some academics may view the reputation risk of being labeled AI-skeptical as greater than the plagiarism risk, implying disagreement with Carlson's reasoning.
“This should have been the final word on using these tools for writing, but some people think being accidentally labelled as an "AI" sceptic is a bigger risk to their reputation”
baldur · Mastodon ↗ -
A prominent commenter repost emphasizes the Carlson Lab's decision to adopt a complete ban on generative AI for writing, framing it as a direct response to plagiarism risk.
“Our lab has agreed on a blanket ban on the use of generative AI for writing. reason: Using generative AI inherently exposes you to the risk of career-ending accusations of plagiarism.”
David Gerard · Mastodon ↗ -
The essay spreads across Mastodon and other social networks among academic communities, with researchers sharing the link and highlighting the plagiarism risk argument.
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Colin Carlson posts on Bluesky about a policy the Carlson Lab developed on AI use, stating he has identified a critical reason not to use generative AI in writing that he believes hasn't been discussed widely in academic settings.
“I wrote about a reason not to use generative AI in your writing that I haven't seen anyone talking about. Once I realized this, banning GenAI in our lab's writing became a no-brainer.”
Colin Carlson · Bluesky ↗
What people are saying verbatim
“I wrote about a reason not to use generative AI in your writing that I haven't seen anyone talking about. Once I realized this, banning GenAI in our lab's writing became a no-brainer.”
Colin Carlson, Biologist, Carlson Lab · Bluesky ↗ · Aug 10, 12:43 PM
“Using generative AI inherently exposes you to the risk of career-ending accusations of plagiarism.”
Colin Carlson, Biologist, Carlson Lab · Carlson Lab website (via Bluesky post) ↗
“You, as a person using a black-box model, cannot ever comprehensively check its training data to find those overlaps.”
Colin Carlson, Biologist, Carlson Lab · Carlson Lab website (via Bluesky post) ↗
“Our lab has agreed on a blanket ban on the use of generative AI for writing.”
David Gerard, Mastodon commenter · Mastodon ↗ · Aug 11, 8:00 AM
“This should have been the final word on using these tools for writing, but some people think being accidentally labelled as an "AI" sceptic is a bigger risk to their reputation”
baldur, Mastodon commenter · Mastodon ↗ · Aug 11, 8:23 AM
The conversation positions from the crowd, verbatim
Academic researchers on Mastodon and Bluesky are discussing the plagiarism risk argument as persuasive, with widespread sharing and general agreement on the severity of the career threat. One dissenting voice suggests that avoiding AI comes with its own reputational cost in some academic circles.
The dispute Whether the reputational risk of being labeled AI-skeptical outweighs the plagiarism risk of using AI for writing.
AI writing tools pose unmitigable plagiarism risk and should be banned in academic writing.
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“Our lab has agreed on a blanket ban on the use of generative AI for writing. reason: Using generative AI inherently exposes you to the risk of career-ending accusations of plagiarism.”
davidgerard · Mastodon ↗ -
“Yet another reason to be thoughtful about your use of AI and another reason not to use it for your writing.”
keholsinger · Mastodon ↗
Avoiding AI carries its own reputational risk; some academics view AI-skepticism as potentially more damaging than plagiarism accusations.
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“This should have been the final word on using these tools for writing, but some people think being accidentally labelled as an "AI" sceptic is a bigger risk to their reputation”
baldur · Mastodon ↗
Voices from the web unedited
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I wrote about a reason not to use generative AI in your writing that I haven't seen anyone talking about. Once I realized this, banning GenAI in our lab's writing became a no-brainer. Feel free to share, I think this is probably useful especially for trainees:
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I saw this elsewhere and thought I’d repost here. One lab’s policy on AI use in academic writing. “The only reason you’ll ever need to not write with AI” https://www. carlsonlab.bio/thoughts/the-on ly-reason-youll-ever-need-not-to-write-with-ai # academicchatter
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“The only reason you’ll ever need not to write with AI — The Carlson Lab” https://www. carlsonlab.bio/thoughts/the-on ly-reason-youll-ever-need-not-to-write-with-ai > Using generative AI inherently exposes you to the risk of career-ending accusations of plagiarism. This should have been the final word on using these tools for writing, but some…
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> Our lab has agreed on a blanket ban on the use of generative AI for writing. reason: > Using generative AI inherently exposes you to the risk of career-ending accusations of plagiarism. https://www. carlsonlab.bio/thoughts/the-on ly-reason-youll-ever-need-not-to-write-with-ai
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Yet another reason to be thoughtful about your use of AI and another reason not to use it for your writing. - The only reason you’ll ever need not to write with AI https://www. carlsonlab.bio/thoughts/the-on ly-reason-youll-ever-need-not-to-write-with-ai
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Good reasons to avoid so-called # AI . https://www. carlsonlab.bio/thoughts/the-on ly-reason-youll-ever-need-not-to-write-with-ai