Argument Collapse: LLMs Flatten Long-Form Public Debate

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• mitchbob 44 minutes ago
  > 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, sub-arguments, and paragraph-level structures.