def admm_solve(lp: dict, sv: dict, rho: float = 0.5):
    # Minimal stub of an ADMM-like solver: return simple delta and updated states
    delta = {**lp, **sv, "rho": rho}
    updated = {**lp, **sv}
    return delta, updated