S-Kernel Heptadic V3 - NCSP Safety Manifesto: Crystalline AI, O(n) Linear Scalability, Lyapunov Stability, Landauer Limit Compliance, 1 Joule per 10^9 Nodes

This manifesto establishes the deterministic safety framework of the S-Kernel Heptadic V3, a crystalline AI architecture that replaces stochastic probabilistic models (O(n²)) with linear O(n) scalability. The system is anchored by the Neutral Core Stability Phase (NCSP) at Φ = -51.1 mV, with coherence density Ψ = 48,016.8 kg·m⁻², locking frequency ν_phase = 6.4 THz, and heptadic closure k = 7 cycles. Topology: 7 neighbours per node → C(n) = 7n. Spectral radius ρ_eff = 0.268 guarantees convergence. Energy envelope ≤ 1 Joule for 10⁹ nodes. Landauer compliance: e_u = 1.43×10⁻¹⁰ J > 2.87×10⁻²¹ J, safety ratio R = 5×10¹⁰. Dual-layer NC/SP defense: Central Nucleus (immutable vault) + Personality Sphere (7-layer heuristic filter). Lyapunov stability, contraction factor α ≈ 0.0193, FPGA verification pending. This work provides the only viable substrate for sovereign, deterministic, non-hallucinating, energy-efficient AI at giga-scale.