LAKANA Sovereign Systems Physics-first protection without surveillance

Primary

Home Public front door Architecture Authority stack and public safety math Proof Library Manuscripts, artifacts, boundaries, and evidence surfaces Evidence Simulation posture and public research records Contact Research, institutional, and reviewer inquiries

Foundation Layer

CivOS Substrate Base survival layer used across LAKANA models TSARO Deterministic state orchestration NICOLE Custody, lease, handoff, and non-release audit

Live Models

SOS Safety Model Civilian safety, degraded response, and governed responder access SSI Structural Models Athlete and load-bearing worker structural twins W-X / WX-Ag Environmental Models Ground truth, farmer physics, weather/metrology, and node mesh

Specialized Lenses

WX-Ag Farmer Lens Crop, soil, drought, flood, heat, cold, ET₀, and VPD W-X Weather / Metrology Lens Node mesh, drift detection, TTL, IEP, RF noise, and ground-layer truth Responder / BFB Lens Consent-gated rescue access and auditable handoff
LAKANA Sovereign Systems Physics-first protection without surveillance
Systems
SOS + CivOS Unified civilian safety, degraded-state, BFB, and audit model. SSI Models Structural intelligence for athletes and load-bearing workers. W-X / WX-Ag Environmental truth hub with Farmer and Weather lenses.
Field Models
Farmer Model Crop, soil, water, ET₀, VPD, anoxia, drought, heat, cold. Weather Model Ground mesh, node drift, TTL, IEP, RF noise, Mesonet/radar fit.
Library
Proof Library Bounded proof surfaces, manifests, and reviewer-facing artifacts. Papers White papers, manuscripts, and supporting research surfaces. Contact Research, pilot, review, and partnership access.
LAKANA Sovereign Systems
Architecture Research SSI Results Collaborate
SSI results page

Empirical-bundle Monte Carlo results for LAKANA SSI.

This page presents the current public SSI figures and exact summary tables from the v7.6 empirical-bundle study: 30 seeds, 250,000 athletes per arm per seed, and 15,000,000 simulated careers total. The results are simulator-internal and should be read on those terms.

Download results brief Download figure PDF
// 01 - figure gallery

Current figure set

Rendered figures built from the v7.6 empirical-bundle result values used across the public SSI surface.

Primary endpoint family
Figure
Primary endpoint family for the v7.6 empirical-bundle study.
Reading
All six primary endpoints move in SSI's favor within the study.
Burden profile
Figure
Secondary metrics that rise under SSI.
Reading
Tradeoff disclosure remains part of the central interpretation, not a footnote.
Hazard ratio
Figure
Industry-vs-SSI career-termination hazard ratio.
Reading
The industry arm exits faster than SSI within the current study configuration.
Terminal-cause redistribution
Figure
Terminal-cause redistribution across the two arms.
Reading
The dominant terminal pattern shifts sharply from ACL failure toward degenerative attrition under SSI.
Rare catastrophic categories and exposure time
Figure
Rare catastrophic categories and exposure time.
Reading
Rare categories must be interpreted with exposure-time caution because SSI accumulates more simulated athlete-years.
// 02 - exact tables

Exact primary endpoint values

MetricSSIIndustryChange / note
Career duration (simulator-years)0.5324430.266791+0.265652
Hazard ratio (industry vs SSI)--2.676844 [2.674368, 2.679320]
ACL events per athlete0.2096801.680008-87.52%
Recognition ratio0.9681410.776818+24.63%
Commotio latency (s)0.3720713.817046-90.25%
Burden-day equivalents / career-year80.855597844.836374-90.43%
Completed seasons0.0982080.009463+937.77%

Tradeoff and burden metrics that rise under SSI

MetricSSIIndustryChange
Chronic days33.3149929.600180+247.02%
Restricted days22.2366305.194029+328.12%
Hard-stop days0.4937380.000000SSI-only
Heat events0.0759490.051530+47.39%
ECAST events0.0002110.000116+82.12%
Soft-tissue events0.0553020.024450+126.19%
Peak core heat2.8755082.331783+23.32%
Glycogen end0.0597590.055180+8.30%
// 03 - terminal causes

Terminal-cause redistribution is the core structural result.

In the industry arm, terminal outcomes are ACL-dominant: 5,932,622 ACL failures, representing 79.1016% of terminal causes. In the SSI arm, ACL failure falls to 419,753 cases, or 5.5967%, while degenerative attrition rises to 7,073,267 cases, or 94.3102%.

Rare catastrophic categories remain small in share terms: 6,952 heat catastrophes and 28 ECAST catastrophes in SSI, with zero corresponding counts in the industry arm. Those categories must be read with exposure-time caution because SSI accumulates approximately 3.993 million simulated athlete-years versus approximately 2.001 million in the industry arm.