LLMs Gauge Elite Norms

Using multiple leading language models as a quick proxy, Hanson tests whether elites defer to market prices on moralized policy and finds consistent predictions of rejection. He treats LLM consensus as a thermometer for what public and elite discourse will accept. — If LLMs can anticipate legitimacy barriers, reformers can cheaply pre‑test whether governance innovations will trigger moral backlash before investing political capital.