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

  1. This is a very interesting talk that makes the point that “The era of a single feed for billions is ending.” The opportunity now lies in building a world where

    The era of single, massive social media feeds is ending, with opportunities arising in federated micro-communities. Commonshub aims to facilitate this by enabling users to create branded, hosted communities with integrated payment services in under 15 minutes, requiring no technical skills. This initiative seeks to broaden the adoption of platforms like Mastodon and the Fediverse as alternatives to centralized, AI-driven social media. AI

    IMPACT Facilitates the growth of decentralized social networks as an alternative to AI-driven centralized platforms.