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Argument Collapse: LLMs Flatten Long-Form Public Debate
Announce Type: replace 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 (NYT) debates, 448 human responses from 61 longer-form Boston Review...
Argument Collapse: LLMs Flatten Long-Form Public Debate
arXiv:2606.01736v3 Announce Type: replace 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 (NYT) debates, 448 human responses from 61...
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.
Texas grid flags risks as data centers, crypto sites fail voltage tests
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The Great American Road Trip: 8 places to travel (and stay) to celebrate America 250 this summer
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