Command Narrative

Rover resilience shown as a premium mission surface

SUPRA now feels less like a classroom demo and more like a future-grade lunar command system. The simulation stays operational, but the interface gains hierarchy, spectacle, and richer telemetry for real showcase value.

Lunar Ops Twin Recovery State Tensor

Borda Milan Pyramid

Tap a pyramid layer

Each rover continuously asks five questions. The base is the environment, the top is mission importance. Together they define whether the network remains stable or drifts into crisis.

How it survives

1Measures total tension T(X) and detects when the mission field starts to lose coherence.

2Attempts self-repair through the internal recovery operator.

3Activates a twin node if self-repair cannot recover on time.

4Keeps the network alive even during cascading failures.

E.I.A.R.(V) State Vector

Select a dimension

Sᵢ(t) = (Eᵢ, Iᵢ, Aᵢ, Rᵢ, Vᵢ) ∈ [0,1]⁵. SUPRA continuously measures internal coherence and relational tension across the lunar rover network.

Tension Function

T(X) = T_ext + T_int
T_ext = Σ ωᵢⱼ · ‖Sᵢ − Sⱼ‖²
T_int = λ · Σ ‖P₋ Sᵢ‖²

V_op(Sᵢ) = P_K[ Sᵢ − η·∇T(X) ]
Sᵢ(t+1) = (1−α)·Sᵢ + α·V_op

Formal Layer

Select a formal dimension

P₋=I₅−(1/5)11ᵀ centers the state. O(Sᵢ)=‖P₋Sᵢ‖² measures imbalance. K={S∈[0,1]⁵: O(S)≤T_limit} defines the admissible region.

Recovery Operator

∇T = Σⱼωᵢⱼ(Sᵢ−Sⱼ) + λ·P₋·Sᵢ
V_op = P_K[ Sᵢ − η·∇T ]
Sᵢ(t+1) = (1−α)·Sᵢ + α·V_op
Twin: Sⱼ = Sᵢ* if τ_conv > 20

A0-A6 Regimes

Reg.	Condition	Protocol
A0	O<0.15 ∧ T_ext<0.20	Nominal
A1	T_ext rising	Validate
A2	T(X) drops after V_op	Monitor
A3	O>0.15 ∧ Aᵢ↑ ∧ Iᵢ↓	Operator Recovery
A4	deg=0	Standby
A5	O>0.28 ∨ τ>20	Twin Spawn
A6	Multi-node escalation	Isolate

SUPRA

VEHICLE-SUPRA · Lunar Resilience Demonstration

Autonomous survival
on the lunar field

SUPRA visualizes how a rover network detects instability, self-recovers through the recovery operator, and escalates to twin-node protection when resilience thresholds are exceeded.

Mission Posture

Nominal

Low tension, high cohesion, and continuous rover operability across the lunar terrain.

VEHICLE Framework

Active Nodes4/4

Network Cohesion98.2%

Total T(X)0.031

Twin Events0

Swarm State

Systemic Tension

0.031

0.00T_limit = 0.301.00

Company membership

NVIDIA Inception Program

VEHICLE Systems Lab is a member of NVIDIA Inception.

The NVIDIA Inception program is designed to help startups accelerate innovation and growth. Program members get access to the latest developer resources and training, exclusive pricing on NVIDIA hardware and software, and exposure to the venture capital community. The program is free and available to tech startups of all stages.

Claim boundary: this company membership does not imply NVIDIA endorsement, funding, certification, sponsorship, technical validation, adoption, or approval of this project.

Autonomous survivalon the lunar field

NVIDIA Inception Program

Autonomous survival
on the lunar field