LLM political behavior forms a context-conditioned distribution over political space rather than a fixed point, with measured sensitivities to framing and language but a narrow overall range compared to real parties.
Sasuke Fujimoto and Kazuhiro Takemoto
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LLM-Ideoplasticity: Measuring Ideological Plasticity in the Political Behavior of LLMs as a Context-Conditioned Distribution
LLM political behavior forms a context-conditioned distribution over political space rather than a fixed point, with measured sensitivities to framing and language but a narrow overall range compared to real parties.