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September 29, 2025Open Access

EuroCon: Benchmarking Parliament Deliberation for Political Consensus Finding

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EuroCon evaluates large language models in achieving political consensus in European Parliament, suggesting AI’s capabilities in diverse settings.

Political consensus is essential for social governance, yet remains hard to achieve despite advancements in AI technologies.
The EuroCon benchmark consists of 2,225 records from the European Parliament over 13 years, focusing on deliberation for consensus.
Evaluations indicate that even top models struggle with tasks requiring a two-thirds majority, exposing gaps in their decision-making abilities.
Findings highlight common strategies LLMs use to navigate power structures and support potential future studies into AI consensus-building.

Zhang et al. (2025) studied this question.

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EuroCon evaluates large language models in achieving political consensus in European Parliament, suggesting AI’s capabilities in diverse settings.