theorem policy_bias_positive {c phi_prev sigma_old sigma_new sigma_prev delta
beta_old beta_new : ℝ}
(hs_old : sigma_old ≠ 0) (hs_new : sigma_new ≠ 0)
(hs_prev : 0 < sigma_prev) (hdelta : delta ≠ 0)
(hb1 : 0 < beta_old) (hb2 : 0 < beta_new) (h12 : beta_old < beta_new) :
0 < policyBias c phi_prev sigma_old sigma_new sigma_prev delta beta_old beta_new := by
simp only [policyBias]
have hd := discretionary_gain_zero hs_old hs_new
(c := c) (phi_prev := phi_prev) (delta := delta)
have hc := commitment_gain_positive hs_prev hdelta hb1 hb2 h12
(sigma_prev := sigma_prev)
linarithTime Inconsistency Resolution via Upstream Reform (Gap 11)