Affective State
Named control fields with asymmetric update, exponential decay, and deterministic coupling to confidence, forecasting, and integrity.
Integrity & Coherence
Three-domain integrity model. D=(N-T)/(E×S) deviation function. Coherence trifecta. Coping intercepts.
Forecasting Engine
Planning graphs as first-class cognitive structures. Containment boundary. Personality-modulated speculation. Executive graph aggregation.
Confidence Governance
Multi-input confidence computation. Rate of change detection. Non-executing cognitive mode. Hysteretic reauthorization.
Capability Awareness
Capability envelope. Temporal executability forecasting. Joint condition: capability × time × uncertainty.
LLM & Skill Gating
Unidirectional interface. Structural starvation. Curriculum-based progressive capability unlocking with evidence-based gates.
Inference Control
Semantic admissibility gate inside the inference loop. Every candidate transition evaluated against persistent agent state before commitment.
Biological Identity
Trust-slope trajectory applied to biological signals. Stable sketching without biometric databases. Post-quantum by construction.
Semantic Discovery
Three-in-one governed traversal. Persistent discovery object with cognitive state. Contextual relevance beyond PageRank.
Training Governance
Depth-selective gradient routing. Entropy-based profiles. Provenance-traceable training dynamics with zero-weight prevention.
Disruption Modeling
Phase-shift detection on the promotion-containment continuum. Five-axis diagnostic. Coping intercepts. Therapeutic dosing.
Applications
Domain-specific parameterization across autonomous vehicles, defense, companion AI, therapeutic agents, and content creation.
Human-Relatable Intelligence
Cross-domain coherence engine. Three feedback loops. Architectural inversion. Non-decomposable behavioral dynamics.
