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.
ufomulti-agent-reasoninggoverned-ai-systemskernel-regime-architectureradial-identity-membranemulti-cluster-meshsemantic-admissibilitytemporal-governancesao-promotion-dynamicsmembrane-curvature-modelingstability-band-analysiscoherence-scoringpolicy-envelope-enforcementgoverned-rollback-systemv-channel-routingmesh-visualization-layerworkload-family-designglobal-mesh-governancecluster-level-governanceidentity-field-modeling
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Updated
Aug 16, 2026 - Python