Auditing six LLMs on Italian political parties and leaders, the paper finds a consistent left-to-centrist preference, strong cross-model agreement, and large persona-driven shifts in scores.
Understanding change and stability in party ideologies: Do parties respond to public opinion or to past election results?British Journal of Political Science, 34(4):589–610, 2004
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Who Would You Vote For? Auditing Political Alignment in LLMs: An Italian Case-Study
Auditing six LLMs on Italian political parties and leaders, the paper finds a consistent left-to-centrist preference, strong cross-model agreement, and large persona-driven shifts in scores.