Sansana / PHM - Proportional Harm Model
Sansana or Proportional Harm Model defines the central mathematical and evidential framework used to quantify exposure, breach escalation, systemic failure, and lawful redress across all National Legal Protocols. It operates as a proportional harm calculus that converts patterns of institutional behaviour into measurable, reproducible values.
The public mathematical shell displayed on this page contains all structures required for transparency, interoperability, and academic review. The deterministic core including cascade multipliers, uplift tensors, consolidation rules, and internal proportionality operators remains sealed to preserve evidential integrity within live proceedings.
The components listed below extend and operationalise the Sansana model across legal, governance, ecological, and telecommunications environments:
| Component | Description | Domain |
|---|---|---|
| Sansana – Proportional Harm Model (IP-Restricted) | Core proportional harm engine: harm-weighting tensors, overlap-harm logic, multi-body consolidation, and proportional breach computation. | Legal and regulatory quantification; redress and systemic harm analysis. |
| Monte Carlo Proportionality Thresholds (IP-Restricted) | Determines probabilistic harm bands, proportionality fields, and calibrated safe-operating envelopes under uncertainty. | Risk calibration, harm ranges, evidential robustness. |
| Sentinel — Ethical Drift & Breach Monitor | Identifies structural drift, institutional suppression, breach-trigger conditions, and deviation from lawful equilibrium. | Court systems, regulators, public bodies, corporate conduct. |
| SRAIGS — Systemic Risk & Governance Signals | Measures systemic pressure gradients, governance integrity, and early-warning signals of structural instability. | Whole-system diagnostics and governance-risk analysis. |
| Breach Cascade Engine (IP-Restricted Component) | Models breach propagation in multi-body environments: stacking effects, compounding sequences, and institutional amplification. | System-level litigation modelling; regulatory chains; corporate and governmental failure cascades. |
| Equilibrium Enforcement Engine (IP-Restricted Component) | Applies corrective forces required to restore systems to Nash-aligned lawful equilibrium. | Redress enforcement; proportional correction; systemic repair. |
| System-Level Failure Model (IP-Restricted Component) | Identifies collapse thresholds, recurrent failure modes, and long-horizon adaptation behaviour across complex systems. | Governance structures; infrastructure resilience; institutional performance analysis. |
| Markov Temporal Mapping (IP-Restricted Component) | Time-domain mapping of breach evolution, recovery cycles, suppression patterns, and transition-state memory. | Litigation sequences; regulatory timelines; ecological drift modelling. |
| ECO – Wireless Energy One (WE-1) | Energy-system ecological modelling applying harm-weighting tensors to energy-distribution fields and allocation fairness. | Energy grids; infrastructure ecology; environmental cost balancing. |
| ECO WCF-1 Wireless Communications Fix One | Ecological and wireless-communications governance applying proportional harm and equilibrium geometry to RF-exposure decisions. | Telecommunications, ecological resonance, infrastructure siting. |
All proportional harm engines, ecological extensions, temporal mapping systems, and governance models originate from the Sansana framework. This page defines the complete mathematical structure exposed to the public; all deterministic operators remain sealed to preserve sovereign integrity and ongoing litigation validity.
