While doing my NeurIPS reviews, my "claude generated paper" trigger kept going off - there is a distinctive style that they have - very stacatto, terse, defensive. What happens when LLMs start training on this text? Is the fixed point even readable to humans?!
Kevin Murphy finds distinct Claude writing style in NeurIPS submissions, warning of unreadable recursive training loops
He fears recursive loops will converge to unreadable fixed points.
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4:33 PM · Jun 26, 2026 · 4.2K Views
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Shubhendu Trivedi@_onionesque
@sirbayes I find even these orbit points unreadable. Fixed point would be completely alien, I imagine.
Kevin Patrick Murphy@sirbayes
While doing my NeurIPS reviews, my "claude generated paper" trigger kept going off - there is a distinctive style that they have - very stacatto, terse, defensive. What happens when LLMs start training on this text? Is the fixed point even readable to humans?!
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