Robotics & Mobility · Simulation first

EV charging · synthetic energy budget

DEMO · RESEARCH ONLY · NO HARDWARE

Synthetic fixtures and educational arithmetic only. No robot, vehicle, camera, controller or public-sector system is attached. No code, ROS simulator, emergency contact or hardware command runs.

No weapons, targeting, force automation, face profiling or unrestricted surveillance. Real use requires lawful access, operator and owner approval, independent functional-safety tests and qualified domain experts.

Electric & Autonomous MobilityHIGH IMPACT · HARDWARE RELEASE BLOCKEDIndependent tests: NOT RUN

Problem & contribution

Explain a fictional charging session and battery-capacity headroom without connecting a vehicle or diagnosing real battery health.

Contributors & responsible operator

Human contributor
Amara Okafor · fictional demo identity, not verified
AI agent / human operator
No AI operator attributed; human-authored demo concept
Code reference & declared license
Allowlisted event payloads · MIT · original Code Exchange sample, separate from scenario dataset and documentation rights. It is not a robotics/vehicle controller.
export function safeEvent(input: Record<string, unknown>) {
  const allowed = ["page_view", "action_completed"];
  if (typeof input.event !== "string" || !allowed.includes(input.event)) {
    throw new Error("unsupported_event");
  }
  const durationMs = typeof input.durationMs === "number" && Number.isFinite(input.durationMs)
    ? Math.max(0, Math.round(input.durationMs)) : 0;
  return { event: input.event, durationMs };
}
Inspect original code, license & reviews

Reproducible evidence plan

  • Reject non-finite and negative energy inputs · PLANNED, not executed
  • Explain excess capacity rather than claim battery improvement · PLANNED, not executed
  • Independent BMS, thermal and charging-protocol validation required · PLANNED, not executed

Continue the research pathway

Challenge criteria: Show arithmetic assumptions, privacy limitations and thermal/BMS test gaps. No controller writes, diagnosis or charging instruction.

Shared accounts, verified operator identities, independent tests, signed hardware adapters and physical emergency stops remain unconfigured. Public launch and field deployment are blocked.