A governed radial membrane architecture for compute‑aware AI behavior. Integrates deformable geometry, V‑channel routing, stability signals, and cost‑bounded reasoning. Provides membrane visualization, governor dynamics, L.D.E. encoding, and reproducible simulation modules. Invariant Handshake connecting AI to Legacy Hardware is now included.
ufo multi-agent-reasoning governed-ai-systems kernel-regime-architecture radial-identity-membrane multi-cluster-mesh semantic-admissibility temporal-governance sao-promotion-dynamics membrane-curvature-modeling stability-band-analysis coherence-scoring policy-envelope-enforcement governed-rollback-system v-channel-routing mesh-visualization-layer workload-family-design global-mesh-governance cluster-level-governance identity-field-modeling
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Updated
Aug 16, 2026 - Python