The formulas below are the public backbone: a deterrence geometry, a safety score, a five-stage decision chain,
tongue-aware kernels, a storage KDF, a phase gate, and the oscillator work that stabilized the trust ladder.
Five-formula chain
text -> Sacred Tongues tokenizer -> Poincare embedding -> d -> x -> H_eff -> d_tri -> Omega -> decision
The pipeline takes text into curved space, measures drift from a safe center, scales cost by sustained intent, watches across three time scales, and multiplies five independent checks into a final gate.
Formula 1 - Hyperbolic distance
d = acosh(1 + 2 * ||u - v||^2 / ((1 - ||u||^2)(1 - ||v||^2)))
Standard Poincare-ball distance. Distances accelerate near the boundary.
Formula 2 - Intent factor
x = min(3.0, (0.5 + accumulated_intent * 0.25) * (1 + (1 - trust)))
Intent begins innocent and grows with sustained problematic behavior. It decays so transient noise does not dominate the score.
Formula 3 - Harmonic wall
H_eff = R^(d^2 * x)
The core cost escalation. Distance and sustained intent multiply before the exponential is applied.
Formula 4 - Triadic risk
d_tri = (0.3 * I_fast^phi + 0.5 * I_memory^phi + 0.2 * I_governance^phi)^(1/phi)
Three clocks watch the same state: immediate behavior, session memory, and governance memory. The golden-ratio exponent prevents one clean timescale from erasing another dirty one.
Formula 5 - Omega gate
Omega = pqc_valid * harm_score * drift_factor * triadic_stable * spectral_score
Five locks on one door. If any component collapses to zero, the whole gate closes.