Argument Collapse: LLMs Flatten Long-Form Public Debate

3 pointsposted 10 hours ago
by mitchbob

1 Comments

mitchbob

10 hours 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.