Forecasting the Unforeseen: How a "Black Box" Failure Revealed the Inequality Crisis in Global Water Security
Traditional water scarcity models often treat inequality as a byproduct rather than a driver. By moving from a "black box" approach to interpretable machine learning, we discovered that technological efficiency alone cannot save us—in fact, without equity, it may make the water crisis worse.
