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

  1. The Biomimetic Architecture of Software 4.0

    A new paper proposes "Software 4.0," an autopoietic heterarchy designed to integrate human intelligence, neural AI, and symbolic substrates. This paradigm shifts software from a static entity to a self-regulating metabolic network capable of native verification, modification, and evolution. The paper introduces "Recognitive," a programming language and platform to realize this architecture, aiming to reduce computational costs associated with probabilistic-symbolic mismatches in current systems. AI

    IMPACT Proposes a new paradigm for integrating AI into software architecture, potentially reducing development complexity and computational costs.