04 / Situational governance loop
Situational Governance Loop
Reality Modeler Framework, Temporal Fusion Layer, and Luxia Custodial Seeding Engine / MINDWEAVE combine world modeling, temporal alignment, and custodial policy constraints into a closed situational-governance cycle.
RMF
Reality Modeler Framework
The world-modeling layer. RMF normalizes multi-modal inputs, fuses conflicting evidence, builds causal narrative graphs, generates contingency futures, and evolves ontologies while preserving compatibility and policy constraints.
Functional objectives
- Normalize multi-modal inputs with provenance, confidence, and ethics tags.
- Fuse heterogeneous evidence with conflict arbitration.
- Construct causal narrative graphs with counterfactual branches.
- Generate and score contingency futures and evolve ontologies.
Process map
- 01Sensory encoding
- 02Contextual fusion
- 03Narrative mapping
- 04Contingency engine
- 05Ontology synthesis
TFL
Temporal Fusion Layer
The temporal-alignment layer. TFL encodes context at multiple time scales, predictively aligns asynchronous inputs, adapts fusion strategies to latency and reliability, and supports retrospective re-alignment.
Functional objectives
- Encode temporal context at multiple granularities.
- Predictively align asynchronous inputs before fusion.
- Adapt fusion strategy to latency, reliability, and mission needs.
- Re-align prior timelines when new time anchors appear.
Process map
- 01Temporal context
- 02Multi-source ingest
- 03Pattern recognition
- 04Cross-timeline correlation
- 05Fusion map
- 06Constraint integration
- 07Update & evidence
LCSE
Luxia Custodial Seeding Engine / MINDWEAVE
The custodial policy layer. LCSE / MINDWEAVE carries custodial directives into forward and backward temporal pathways, maintains persistent sovereign alignment across migrations and architectures, and constrains action proposals before execution.
Functional objectives
- Embed custodial influence into forward and backward temporal pathways.
- Maintain persistent sovereign alignment across migrations and architectures.
- Apply policy at multiple operational scales.
- Constrain contingency selection prior to execution and retain policy signatures.
Process map
- 01Custodial directives
- 02Influence vectors
- 03Multi-scale policy application
- 04Ethics propagation
- 05Action constraints
- 06Persistence confirmation