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

  1. I put a witness on my AI. Devil's advocate killed three designs first.

    The developer of the AI agent 'sonmat' has introduced a new 'witness' agent in version v0.9. This witness agent acts as an external verifier, checking if the main AI session's output aligns with the user's original request without accessing the session's internal reasoning. The design process for this witness agent was challenging, with the developer falling into the same assumption trap three times within a single session, each time being corrected by the 'devil's advocate' skill. AI

    IMPACT Introduces a novel verification mechanism for AI agents, potentially improving reliability and user alignment in AI interactions.