Tangnt
Patent Pending

Encounter Engine

E = Σ ( Wᵢ × Fᵢ × Dᵢ × Cᵢ ) · 6-layer pipeline · privacy-first by design

Layer 1 — Detection Raw GPS → Zone snap → Pair hash → Encounter log Raw GPS coords received Zone snap coords discarded Pair hash crypto device ID Encounter log zone · window · count Layer 2 — Anti-spoofing (4-stage filter) velocity · dwell time · overlap count · zone confidence Layer 3 — Encounter scoring E = Σ ( Wᵢ × Fᵢ × Dᵢ × Cᵢ ) scaled 0–100 Wᵢ — temporal recency weight Fᵢ — frequency overlap count Dᵢ — duration time in zone Cᵢ — context campus 0.8–1.0 Layer 4 — Decay engine E(t) = E₀ × e^(−λt) · campus λ/6hr · airport λ/30min Layer 5 — Tier unlock score gates identity reveal · signal availability · messaging Tier 0 anonymous · 0–9 Tier 1 name visible · 10–24 Tier 2 profile + signal · 25–49 Tier 3 strong orbit · 50+ Layer 6 — Privacy layer ghost mode · no raw coords stored · hashed pairs · identity gated by tier
© 2026 Tangnt Inc. · tangnt.lovable.app · Patent Pending
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