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Georgi guided his audience in a classroom at the Faculty of Mathematics and Informatics through the path leading to a better algorithm for image recognition by computers. As often happens with important discoveries, it is a path of trial and error, of gradual improvement and, as Georgi reminded us at the end of the lecture, of contributions made by outsiders to the field.