Lake Powell may drop below the hydropower threshold this year, a 20‑percent decline from 2000 levels. While state talks stall, a suite of machine‑learning tools maps Colorado River flows and predicts future shortages. Engineers can now simulate allocation scenarios faster, tightening decision windows. These models give planners a data‑driven edge in a crisis.