UNIFIED MASTER THEOREM: Civilizational Control, Symbiosis, and the Omega-u Synthesis *(Work 20 v2.2 FINAL | DLF + 11D Extended State + Memory Dynamics + Impulse Layer + AGI Control Contract)*
UNIFIED MASTER THEOREM: Civilizational Control, Symbiosis, and the Omega-u Synthesis *(Work 20 v2.2 FINAL | DLF + 11D Extended State + Memory Dynamics + Impulse Layer + AGI Control Contract)*
The Unified Master Theorem (Work 20 of 20) presents a production-grade, closed-loop, AI-operable framework for civilizational AGI-transition risk management. Version 2.2 introduces four major advances over v2.1.2: (1) formal transition from CLF to DLF (Directional Lyapunov Function), removing the false promise of quadratic decay and replacing it with the honest operational guarantee inf_{||U||≤1} E[V_dot(Z,U)] V(EU) ordering (T44). Verified: 44/44 tests. Reviewed by ChatGPT, DeepSeek, Grok, Kimi. Honest TRL: 5 (core DLF + dynamics), 3 (memory operator + ObsOp), 2 (experimental v2.6 with RS-MPC and particle filtering). ## Изменения относительно v2.1.2 (для описания новой версии на Zenodo) **Критические:**- CLF → DLF (честное ослабление гарантии, совместимость с импульсными динамиками)- Z_ext 11D: добавлен memory layer (R_fisc, R_inst, T_last, M_war, B_bubble)- D_CRIT_FISC_COUPLING = 1.0 (вывод по определению, было 0.40)- OMEGA_WAR_SUPPRESSION = 0.30 (из импульса WAR_ENTRY, было 0.50) **Высокие:**- Impulse layer: 4 дискретных события с delta-Z- EQ7-EQ11: memory dynamics (depletion, demobilization, bubble pressure)- AGI Control Contract: uncertainty-aware, worst-case Z, phase-based law selection- Observation Operator v2.0: memory estimation из 10 proxy сигналов- Two-layer architecture: COUNTRIES (Layer 1) + ObsOp (Layer 2), T44 верифицирует coherence **Тесты:** 36/36 → 44/44 (добавлены T37-T44) ## Ссылки (серии DOI) - https://zenodo.org/records/19112296 (каноническая SCF) - https://zenodo.org/records/19479777 (Работа 15) - https://zenodo.org/records/19498232 (Работа 16) - https://zenodo.org/records/19553915 (Работа 17) - https://zenodo.org/records/19563314 (Работа 18) - https://zenodo.org/records/19570474 (Работа 19) - https://zenodo.org/records/19352775 (МФЛС) Николай Мишко Аффилиация: Asia Digital Hub, Астана, Казахстан Эл. почта: nikolaimishko@gmail.com Рецензирование: Claude (Anthropic), ChatGPT (OpenAI), DeepSeek, Grok, Kimi
AGI transition risk, Directional Lyapunov Function, extended state 11D, memory dynamics, impulse layer, fiscal masking, AGI Control Contract, observation operator, civilizational phase atlas, Kazakhstan control window, narcotic growth, institutional collapse, symbiosis theorem, hybrid dynamical system, risk-sensitive MPC, particle filter state estimation, two-layer architecture, Omega-u framework, closed-loop AI control, TRL 5 computational model
AGI transition risk, Directional Lyapunov Function, extended state 11D, memory dynamics, impulse layer, fiscal masking, AGI Control Contract, observation operator, civilizational phase atlas, Kazakhstan control window, narcotic growth, institutional collapse, symbiosis theorem, hybrid dynamical system, risk-sensitive MPC, particle filter state estimation, two-layer architecture, Omega-u framework, closed-loop AI control, TRL 5 computational model
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