Robotics & Mobility · Simulation first

Civil infrastructure · permissioned research

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.

Public Sector ResearchHIGH IMPACT · HARDWARE RELEASE BLOCKEDIndependent tests: NOT RUN

Problem & contribution

Explore fictional infrastructure-inspection coverage with strict authority and privacy boundaries, not access to public-sector systems.

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

  • Authority, procurement, legal and privacy review required · PLANNED, not executed
  • No targeting, weapons, use-of-force or person tracking · PLANNED, not executed
  • Sensitive data segregated with verified authenticated access before intake · PLANNED, not executed

Continue the research pathway

Challenge criteria: Require verifiable institutional authority, procurement, lawful purpose and privacy review before any real intake. No institutional partnership claimed.

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