AI Architecture › Advanced Capabilities
Advanced Capabilities
Advanced Capabilities
The roadmap — formal assurance, physics-fidelity twins, stronger algorithms, and fleet-scale trust. We publish the gaps, not just the wins: each is real, sequenced to a milestone, and not yet built.
What this layer does
The roadmap — formal assurance, physics-fidelity twins, stronger algorithms, and fleet-scale trust. We publish the gaps, not just the wins: each is real, sequenced to a milestone, and not yet built. Every page in this section is part of the same control stack — click any card to go deeper, or return to the Master Blueprint to see how it connects.
Explore this layer
Assurance Case (GSN) + Signed LedgerBayesian Optimal Experimental DesignCausal Models (do-Calculus)Certified Adversarial RobustnessConformal PredictionCross-Machine Disruption ModelExplainability & InterpretabilityFederated / Fleet LearningFormal Reachability VerificationIndependent Verification & Red-TeamMulti-Fidelity Modeling & Data FusionNeural Lyapunov / ISS CertificatesNeural Operators (DeepONet / FNO)Neutronics & Activation TwinOOD Detection & Epistemic GatingPFC Heat-Flux & Erosion ModelQuantum Solver Kernels (Honest Estimates)Real-Time Equilibrium ReconstructionRuntime Assurance (Simplex)Safe Reinforcement LearningTritium Accountancy & PermeationTurbulent-Transport Surrogate