17:00
2026-07-11
arxiv.org
large-language-models
Argument Collapse: LLMs Flatten Long-Form Public Debate
A new study finds that large language models (LLMs) cause 'argument collapse' in public debate, with only 3.4% of LLM-generated main arguments being unique within a debate compared to 65.3% for humans…