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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 Architecture

Public-safety math for sovereign models: substrate, truth, body, rescue, governance.

The Architecture page is the scientific breakdown of how LAKANA models are built: what each model is for, what it measures, what public-safe math governs it, what it refuses to claim, and how outputs remain bounded.

Open architecture map SOS + CivOS W-X / WX-Ag
Authority orderCivOS substrate → W-X truth → TSARO/NICOLE governance → SOS/SSI/WX-Ag models
Evidence postureSimulation-bound, public-safe, claim-bounded
Release modelLocal-first, minimized, role-scoped, auditable
Refusal ruleStale, impossible, private, or unsupported claims are held, degraded, blocked, or silent

CivOS substrate

Purpose: The base survival substrate for degraded operation: power, transport, persistent state, fail-closed behavior, and local survival logic.

Substrate state: S(t) = f(power, storage, transport, sensor availability, degraded mode)

Public boundary: Architecture demonstration, not certified hardware or emergency deployment validation.

W-X / WX-Ag

Purpose: Ground boundary layer truth for weather, agriculture, soil, surface, field, house, and local mesh observations.

Node authority: A(node,t)=wfF + wpP + wnN + weE + wlL - wdD

Public boundary: Complements radar, Mesonet, NWS, and field scouting. Does not replace official systems.

SSI

Purpose: Sovereign Structural Intelligence for athletes and load-bearing workers: load, recovery, thermal pressure, damage memory, and safe-set contraction.

Pressure proxy: ρ(t)=f(load, fatigue, thermal pressure, damage memory, recovery reserve)

Public boundary: Not medical diagnosis, not return-to-play authority, not clinical validation.

SOS

Purpose: Civilian safety OS that governs local state, minimized evidence, degraded transport, BFB responder access, and audit closure.

SOS path: local state → minimize → TSARO → NICOLE → CivOS transport → BFB → audit

Public boundary: Not emergency certification, not official dispatch, not field deployment validation.

TSARO

Purpose: Deterministic authority boundary. It contracts safe action under uncertainty and routes to fail-closed when admissibility is not met.

Safe set: x(t+1) ∈ C(t,ω) If infeasible → fail-closed / silence

Public boundary: Public-safe contraction model only; no hidden thresholds are disclosed.

NICOLE / SSES

Purpose: Decision causality, bounded release, evidence lineage, role-scope, and public claim discipline.

Release validity: role ∧ scope ∧ consent/lease ∧ epoch ∧ no revocation ∧ audit

Public boundary: Governance and audit model, not a formal privacy certification by itself.

Model-use matrix

ModelUseMeasured or modeled stateWhat the public page must not claim
CivOSDegraded substrate and survival statePower, transport, storage, local mode, failed pathsCertified hardware security or emergency deployment guarantee
W-XLocal environmental truthFreshness, physical admissibility, node agreement, TTL, driftOfficial weather warning authority
WX-AgField, crop, soil, water consequence modelET₀, root-zone water, anoxia, VPD, heat/cold burdenYield guarantee, farm directive, insurance/lender score
SSIStructural load and recovery inferenceLoad, fatigue, recovery reserve, thermal pressure, damage memoryMedical diagnosis or return-to-play authority
SOSCivilian rescue-scoped safety pathLocal state, delivery path, BFB consent, audit closureEmergency-response certification or official dispatch claim