When autonomous physical systems decide, act, and adapt under deterministic admissibility.
Six primitives covering execution gating, regulatory route authorization, intent fusion across cooperative and non-cooperative operators, adversarial-aware environmental sensing, cross-system cascade response, and runtime adaptation-artifact loading. Together they form the execution layer for L4/L5 autonomy, defense, industrial robotics, and infrastructure-grade physical systems.
A unified actuator-gating primitive applying composite admissibility across simulated, advisory, consultative, shadowed, partial, constrained, stage-gated, deferred, full, and emergency modes, with rate-limited preemption authority, commitment-point evaluation, governance-policy-configurable harm ordering, and post-actuation verification.
ArticlesA three-tier environmental device architecture (passive credentialed markers, active sentinels, cognitive infrastructure agents) producing primary route authorization through governance-credentialed marker sequences, with progressive-density fallback, cross-authority composition, and Byzantine-robust platooning.
ArticlesA three-tier intent primitive — full cognitive-state broadcast, structured partial-fidelity bus extraction, and behavior-inferred intent from sensor cues — fused via cross-tier composite admissibility, with verification-feedback inference-function evolution, governance-credentialed retraction, and explicit risk-vs-hostility profile bifurcation.
ArticlesA medium-agnostic disruption sensing primitive that detects, classifies, attributes, probes, and graduates response to departures from a governance-characterized baseline across RF, optical, acoustic, thermal, magnetic, seismic, chemical, and radiological fields, with integrated governed active-probe admissibility under spectrum, mission, and adversarial-awareness constraints.
ArticlesA domain-agnostic cascade propagation primitive over governance-credentialed multi-authority topology graphs, producing admissibility-gated preemptive mitigation directives, first-class governed refusal observations enabling upstream coordination, cross-domain cascade-of-cascade composition, multi-authority resolution, and authority-approval-gated topology learning.
ArticlesA runtime adaptation primitive in which signed adaptation artifacts (LoRA, RAG, prompt, MoE, hybrid) are sandbox-certified before activation, dependency-chained, federated-trained, cross-model-portable, and routed at inference through an admissibility gate doubling as skill router with an always-active personal layer exempt from de-weighting.
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