Machine learning has revolutionized earthquake detection, enabling scientists to identify seismic events 10 times smaller than previously possible—including tremors as subtle as a passing truck. This 'like putting on glasses for the first time' moment is transforming volcanic imaging and deep-earth analysis while raising questions about AI's future role in geoscience.