303 previously unknown geoglyphs emerged from the Peruvian desert after a six-month AI-assisted scan. Researchers used computer vision to identify patterns that human eyes missed for decades. This rapid discovery proves that automated visual analysis can accelerate archaeological mapping. Practitioners can now apply these specific vision models to other remote, high-resolution satellite datasets.