Closed-source models currently scale intelligence faster than open-weight alternatives. Nathan Lambert argues that marginal gains in reasoning drive massive value for frontier labs but offer diminishing returns for most developers. This gap creates a tiered ecosystem. Practitioners must now choose between cutting-edge proprietary performance and the flexibility of slower-growing open models.