Argument Collapse: LLMs Flatten Long-Form Public Debate 事件

Argument Collapse: LLMs Flatten Long-Form Public Debate arXiv:2606.01736v1 Announce Type: new 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, sub-arguments, and paragraph-level structures. We compare 1,039 human responses from 195 New York Times (NY