#deliberation News & Analysis

2 articles tagged with #deliberation. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles

AINeutralarXiv – CS AI · Mar 127/10

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DeliberationBench: A Normative Benchmark for the Influence of Large Language Models on Users' Views

Researchers developed DeliberationBench, a new benchmark to assess how large language models influence users' opinions on policy matters. A study of 4,088 participants discussing 65 policy proposals with six frontier LLMs found that these models have substantial influence that appears to align with democratically legitimate deliberative processes.

AIBullisharXiv – CS AI · Mar 175/10

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Point of Order: Action-Aware LLM Persona Modeling for Realistic Civic Simulation

Researchers developed a reproducible pipeline to transform public Zoom recordings into speaker-attributed transcripts for training LLMs to simulate realistic civic deliberations. The method achieved 67% reduction in perplexity and nearly doubled performance metrics, with human evaluations showing simulations often indistinguishable from real government meetings.

🏢 Perplexity