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Tell the operator when the position should not be trusted.

STATUS: CONCEPTTRL 6 Operational Baseline
Sparse Energy Gating

What it ignores vs. When it speaks

Tactical edge systems cannot waste compute or bandwidth. The model spends energy only when evidence satisfies strict mission criteria.

Quiet by default (98%+ sparsity)

What it ignores

Fixes consistent with the recent track and the other sources on board.

ZERO PACKETS TRANSMITTED • LOCAL POWER PRESERVED
Verified Trigger Event

Fix jumped 400 m

Inconsistent with inertial track

Not trusted · last good fix 02:41:05

FULL PROVENANCE & EVIDENCE ATTACHED
4-Move Gating Architecture

How it decides

Every incoming sensory event moves through four verifiable operational phases:

01

Ignore

Fixes consistent with recent track kinematics and independent onboard sensors pass without alert.

02

Recruit

Small disagreement is watched; larger divergence recruits additional independent sensor cross-checks.

03

Refuse

When checks cannot agree, the position fix is marked untrusted rather than forced downstream.

04

Record

The operator sees exactly which source disagreed, by how much, and the timestamped evidence.

Maturity & Interfaces

Technical Readiness & Stack Architecture

ConceptEmpirical Validation

Measured Benchmark Results

This page describes the approach at concept level only.

Defensible claims backed by reproducible telemetry
Stack & Protocols

Interfaces & Deployment

NAVWARA-PNTSpoofing DetectionInertial FusionIntegrity Flag
DEPLOYMENT: CLOUD • ON-PREM • AIR-GAPPED / DDIL