Argument Collapse: LLMs Flatten Long-Form Public Debate

arXiv:2606.01736v2 Announce Type: replace-cross Abstract: As LLMs are increasingly used to draft public-facing arguments, they may flatten public debate by repeatedly introducing the same polished, plausible arguments. We study argument collapse, the tendency of essays generated by different LLMs to converge to a smaller set of main arguments,...

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