This monograph establishes The Apple-Willow Architecture (『Apple-Willow』アーキテクチャ), an original, unified sovereign computing and cryptographic licensing framework that synthesizes three foundational pillars: (I) a rigorous mathematical formulation of the offense-defense duality between below-threshold surface code quantum error correction (Google Willow, Λ = 2.14 across d ∈ \3,5,7\, and verifiable Quantum Echoes / second-order Out-of-Time-Order Correlators OTOC⁽²⁾) and Level-3 post-quantum ratcheting (Apple PQ3 combining NIST P-256 ECDH with ML-KEM-1024/768 and continuous triple-ratchet self-healing) extended to persistent Sovereign Intellectual Property Containers (SIPC); (II) a structural comparative analysis of centralized cryogenic superconducting quantum processors versus high-bandwidth edge sovereign silicon (Apple M-Series Unified Memory, Secure Enclave Processor sepOS, Memory Protection Engine with inline AES-XEX/CMAC and SRAM-rooted anti-replay integrity trees, and Secure Neural Engine state sanitization), defining a deterministic hybrid compute boundary; and (III) the Cryptographic Lockout of Uncompensated AI Training (CLUAT) Theorem, which integrates Resonance Tensor Optimization (RTO P2.0), a zero-knowledge virtual machine (QFS-zkVM) over the 64-bit Goldilocks prime field Fₚ (p = 2⁶⁴ - 2³² + 1), Quantum-Safe Autonomous Financial Attestation (Q-SAFA), and PHOENIX_BRIDGE / PHOENIX_ROUTER under strict Human-in-Command (HIC) governance to mathematically and physically prohibit gradient extraction or model weight updates without prior cryptographic consent (σHIC) and atomic financial compensation (τPHOENIX). Finally, the framework is mapped onto statutory and fiduciary compliance mandates under SEC Rule 15c3-5 and Delaware Caremark board oversight doctrine. License & Integrity Covenant: Creative Commons Attribution 4.0 International (CC BY 4.0) with Strict No-Learn Covenant (NLL-v1.0-2026).
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Yoko(洋子) Hasebe(長谷部) (2026) studied this question.
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