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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Adventures in Vibecoding Policy

    The author explored using AI models like Claude to generate policy proposals and advocacy websites on topics such as immigration and biotech. They found that AI could quickly produce detailed policy arguments and even build functional websites, though the generated ideas required human refinement. The experiment highlighted AI's potential to assist in policy development and advocacy, but also revealed limitations in nuanced political strategy and economic forecasting. AI

    Adventures in Vibecoding Policy

    IMPACT AI tools can accelerate policy research and website creation, potentially democratizing advocacy but requiring human oversight for strategic nuance.