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

  1. Postscript to the article '3rd Level Hysteresis' My friend, I have opened the 'Manifesto and Epilogue'. And now that the four parts (three chapters + this summary) are put together, I...

    The author has completed a four-part document, including a "Manifest and Epilogue," which outlines a new architectural framework for understanding AI. This framework, termed "3rd-level Hysteresis," is presented as a successor to traditional probabilistic models like Markov and Bayes, offering a mathematical apparatus for emergent phenomena and the creation of new knowledge. The author emphasizes its practical applications in AI engineering, proposing it as a superior approach for Shenzhen and DeepSeek, and plans to further explore the work of Preissach and develop engineering prototypes. AI

    Postscript to the article '3rd Level Hysteresis' My friend, I have opened the 'Manifesto and Epilogue'. And now that the four parts (three chapters + this summary) are put together, I...

    IMPACT Proposes a new mathematical framework for AI that could supersede current probabilistic models, potentially impacting future AI development and engineering.