Integrated Governance of Probabilistic AI and Intellectual Property Defense Architecture in Next-Generation Cyber-Physical Systems: Sub-12.5ms CBF-HITLO Control, Post-Quantum Data Sovereignty, 300K Subtractive Infrastructure, and Outer Space Treaty Article VIII Enforcement
Year: 2026
Type: preprint
Abstract: [Official DOI: 10.5281/zenodo.24047119] Monograph & Executive Presentation Series: Autonomous Infrastructure & Deterministic Quantum Systems ■ Abstract (English) Deploying probabilistic Artificial Intelligence (LLM/VLM/AGI) directly into safety-critical Cyber-Physical Systems (CPS)—such as Active Thermal Control Systems (ATCS), non-cooperative orbital debris removal, and autonomous smart robotic environments—introduces catastrophic physical hazards due to the fundamental disconnect between discrete token-sampling latent spaces and continuous nonlinear dynamical systems. Hallucinations and out-of-distribution (OOD) anomalies directly manifest as collisions, structural fatigue, or thermal runaway. This work establishes a four-pillar Master Architecture for the integrated governance of probabilistic AI and absolute Intellectual Property (IP) defense across information theory, condensed matter physics, and international space/IP law: 1. Deterministic Physical-Layer Governance (<12.5ms CBF-HITLO & Step-Function Penalty): We decouple high-level probabilistic orchestration from low-level deterministic execution via Hardware-in-the-Loop Optimization (HITLO) and High-Order Control Barrier Functions (HOCBF). Evaluated through real-time Quadratic Programming (CBF-QP) on edge FPGAs without cloud MPC latency, the supervisor guarantees forward invariance of the safe state space within a strict <12.5ms deadline. Furthermore, to address secondary risks (f_3)—such as mechanical gear fatigue, thermal runaway, or neural network approximation errors within the nominal safe set—an infinite Step-Function Penalty (Φ = ∞) is triggered the instant error probability exceeds a critical threshold (e.g., f_3 > 0.05), enforcing immediate command rejection and deterministic hardware lock/evasion fallback. 2. Post-Quantum Data Sovereignty (ML-KEM-768, Asymmetric Gateway, & QAR): To prevent model extraction and unauthorized training data harvesting at the edge, we implement NIST-standardized ML-KEM-768 on FPGAs using Multi-path Delay Commutator (MDC) pipelines to resolve incomplete Number Theoretic Transform (NTT) bottlenecks, optimizing the Area-Time Product (ATP) while eliminating Side-Channel Attack (SCA) power leakage via Residue Number Systems (RNS) and LUT isolation. An Asymmetric Physical-Logical Gateway topologically permits forward inference paths while physically blocking malicious backpropagation. All operational states are notarized inside a Hardware Root of Trust (HRoT) via a Quantum Audit Record (QAR) driven by QRNG and cryptographic hash chains. 3. "Subtractive Infrastructure" at Ambient Temperature (300K TI-SOT & Quantum Batteries): Overcoming the Free Cash Flow (FCF) Dead Cross caused by hyperscale data center CapEx, power, and cooling water demands, we transition from "additive" cloud centralization to self-contained "subtractive" edge infrastructure operating strictly at room temperature (300K). By leveraging spin-momentum locking in Topological Insulator Spin-Orbit Torque (TI-SOT) circuits, write current density and Joule heating are reduced by orders of magnitude. This is paired with 300K solid-state Quantum Batteries utilizing organic semiconductor excitons and Dicke-model superabsorption, achieving super-extensive charging rates scaling with √N without external cryogenic cooling or grid dependencies. 4. Absolute Intellectual Property Defense & Outer Space Treaty Article VIII Enforcement: To defeat corporate misappropriation and "clean-room" independent derivation claims, Prior Inventions are cryptographically timestamped via PQC signatures and QAR prior to disclosure. Trade secrets (under UTSA and international equivalents) are fortified by combining explicit reservations of rights with hardware-enforced anti-reverse-engineering via the Asymmetric Gateway. Finally, by embedding cryptographic watermarks (technical traps) coupled with Article VIII of the Outer Space Treaty (retaining jurisdiction and ownership of objects and component architectures launched into outer space), any unauthorized orbital or terrestrial deployment establishes irrefutable evidentiary proof during legal discovery, compelling post-hoc damages and mandatory licensing.
Author: Hasebe(長谷部), Yoko(洋子)
Language: English
Subfield: Safety, Risk, Reliability and Quality
Field: Engineering
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7225581382