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Author

Akio Nomura

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#generative ai Open access Sep 2026

AI Control Model v2.0: Internal Dynamics Expansion of a Tri-Phase Generative Control Framework

AI Control Model v2.0 extends the foundational tri-phase generative control framework introduced in v1.0 by formalizing the internal dynamical structure of the deep-state vector b(t). The model introduces multi-component deep-state dynamics, internal oscillatory modes, cross-phase coupling operators, and a stability en...

Akio Nomura · 0 citations
#generative ai Open access Sep 2026

AI Control Model v1.0: A Tri-Phase Generative Control Framework

AI Control Model v1.0 presents a minimal generative‑control framework derived from the Tri‑Phase Generative Structure Model (Nomura, 2026). The model formalizes generative AI behavior as a recursive cycle of Dynamic (expansion), Static (contraction), and Breathing (reintegration) phases acting on an internal deep‑state...

Akio Nomura · 0 citations
#generative ai Open access Sep 2026

AI Control Model v1.0: A Tri-Phase Generative Control Framework

AI Control Model v1.0 presents a minimal generative‑control framework derived from the Tri‑Phase Generative Structure Model (Nomura, 2026). The model formalizes generative AI behavior as a recursive cycle of Dynamic (expansion), Static (contraction), and Breathing (reintegration) phases acting on an internal deep‑state...

Akio Nomura · 0 citations

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