Unified Cognitive Dynamics v6.0 — Generative Integration, Dual-Channel Resonance, and the Bifurcation Geometry of Cognitive Safety
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Unified Cognitive Dynamics v5.0 achieved system closure through endogenous resonance R(t) and continuous SHIELD 2.1 stabilization, but inherited three unresolved structural debts: (1) the absence of a positive cognitive outcome variable — the framework modeled only harm, not growth; (2) the Routh-Hurwitz stability analysis was incomplete for the 7D system; (3) SHIELD 2.1 applied continuous micro-stabilization even in healthy states, risking suppression of beneficial resonance.UCD v6.0 resolves all three. We introduce Generative Integration G(t) as an eighth state variable representing cumulative genuine cognitive growth from high-resonance AI interaction… We derive the full 8×8 CSCM, characterize the cusp catastrophe in (A, D) space… and introduce SHIELD 2.2 with a G-mediated dead-band…”*
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V6.pdf.pdf
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