theorem correlation_leads_volatility
{ρ : ℝ} (hρ : ρ < 1) (hρne : ρ ≠ 0) :
-- The escort Fisher eigenvalue (fast-world curvature) and the
-- log-Hessian eigenvalue (slow-world curvature) are linked by
-- the bridge ratio. Changes in fast-world curvature propagate
-- to slow-world adjustment via this bridge.
-- Statement: bridge ratio is positive when rho < 1 (complement regime),
-- ensuring the information cascade direction is well-defined.
0 < bridgeRatio ρ := by
simp only [bridgeRatio]
apply div_pos
· linarith
· exact sq_pos_of_ne_zero hρneTemporal Ordering Rules from Two-World Timescale Separation