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Tinuninu

Community

Scouts keep the Signal clean

Tinuninu thrives on disciplined drivers. The Scout program turns accurate reporting into reputation.

Stage 01

Rookie

Complete onboarding, share 5 verified hazards, and maintain accuracy above 60% to progress.

Stage 02

Scout

Reports land instantly in network view. Scouts gain access to local leaderboards and telemetry overlays.

Stage 03

Warden

Wardens can retire stale static data, mentor Rookies, and join risk briefings with the core engineering team.

Trust Model

Weighted scoring keeps alerts credible

False positives waste everyone's time. Tinuninu's trust model rewards precision and filters noise.

Algorithm

Weighted reports

Each confirmation multiplies by user trust, proximity, and sensor signals.

Stale Data

Decay curve

Events that go quiet decay to zero in under 120 minutes unless re-confirmed.

Score formula

ScoreEvent = Σ(WeightUser × ProximityFactor) – Decay(Time)

Events decay to zero in under 120 minutes unless reconfirmed by the scout network.

Compliance

Glitch Governance

Legal guardrails are part of the brand. Transparency keeps regulators calm and drivers informed.

Data retention +
Hazard events persist 30 days; location telemetry is anonymised and purged within 24 hours.
Geo fencing +
Regulatory zones mapped nightly via H3 grid updates. Clients auto-switch to Fuzzy or Mute.
Audit trail +
Every rule change lands in a Git-backed policy repo with time stamps and reviewer signatures.