Measurable anti-convergence architecture for human–AI systems, with constraint-origin typing, H_n, trust topology, and a predictive temporal horizon clock. Preserves irreducible difference as a condition for emergence. A TRIA component for independent or full-stack use. (Trivian Lineage)
machine-intelligence cognitive-architecture signal-theory ai-research human-cognition human-ai-coevolution orthogonal-signal structural-dependency residual-plasticity trivian-institute
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Updated
Jun 21, 2026 - Python