AI-Assisted Deliberation Platforms

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  "title": "AI-Assisted Deliberation Platforms",
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  "llmSummary": "Comprehensive analysis of AI-assisted deliberation platforms showing 15-35% opinion change rates, with Taiwan's vTaiwan achieving 80% policy implementation across 26 issues and Anthropic's Constitutional AI incorporating input from 1,094 participants. Evidence demonstrates medium-high tractability but low-medium manipulation resistance, with platforms deployed in 35+ countries and engaging millions (EU: 5M+ visitors).",
  "description": "This response uses AI to facilitate large-scale democratic deliberation on AI governance and policy. Evidence shows 15-35% opinion change rates among participants, with Taiwan's vTaiwan achieving 80% policy implementation from 26 issues. The EU's Conference on the Future of Europe engaged 5+ million visitors, while Anthropic's Constitutional AI experiment incorporated input from 1,094 participants into Claude's training, demonstrating feasibility at scale.",
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