What is it about?

Can artificial intelligence debate, disagree, and change its mind like humans do? This study explores whether AI can simulate a citizens’ assembly, where people with different backgrounds and opinions come together to discuss political issues. We developed a structured AI simulation based on theories of deliberative democracy, translating principles such as exchanging arguments, considering different perspectives, and reconsidering opinions into a step-by-step process. We tested it using a Swiss climate referendum, comparing the results with unstructured AI discussions and a real citizens’ assembly. The findings show that AI discussions guided by deliberative theory produce more coherent and higher-quality exchanges, while preserving different viewpoints. However, AI still struggles to reproduce the depth of reasoning and real-life experiences that people bring to democratic discussions. The study suggests that AI cannot replace human deliberation, but it could help researchers and policymakers explore different perspectives and design better democratic processes.

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Why is it important?

As artificial intelligence becomes increasingly involved in democratic processes, understanding whether AI can genuinely deliberate, rather than simply produce convincing conversations, is essential. This research shows that how AI discussions are designed matters, and that principles from deliberative democracy can help make them more meaningful, reliable, and transparent. It also offers a way to systematically assess the quality of AI-generated discussions. Ultimately, the study opens new possibilities for using AI to explore political disagreements, test democratic processes, and support better decision-making, while recognising the irreplaceable role of human participation.

Perspectives

I believe AI has great potential to support democratic deliberation, but convincing conversations do not necessarily mean genuine reasoning. What excites me most is the possibility of using deliberative theory to turn AI into a democratic laboratory, where we can test different ways of discussing political issues and improve democratic processes, without replacing human participation.

Francesco Veri
University of Zurich

Read the Original

This page is a summary of: Deliberation Within AI: A Reproducible Pipeline for Multi-Agent Deliberation Simulation, Digital Government Research and Practice, October 2026, ACM (Association for Computing Machinery),
DOI: 10.1145/3858422.
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