Beneath Yellowstone’s stunning surface lies a hyperactive seismic world, now better understood thanks to machine learning. Researchers have uncovered over 86,000 earthquakes—10 times more than previously known—revealing chaotic swarms moving along rough, young fault lines. With these new insights, we’re getting closer to decoding Earth’s volcanic heartbeat and improving how we predict and manage volcanic and geothermal hazards.