CONCEPT
Second-Order Imitation
Tarde’s structural account of what the large language model does—imitating the statistical regularities of an entire corpus rather than a specific source—which produces a characteristic tendency toward the mean and explains the smoothness that is both the model’s greatest strength and its deepest limitation.
When Gabriel Tarde described
imitation as the elementary operation of all social life, he was describing first-order imitation: one mind receiving a pattern from another specific mind and reproducing it through the biographical lens of a specific life. Bob Dylan imitating Woody Guthrie was first-order imitation; the modifications Dylan introduced reflected everything he was that Guthrie was not—his Minnesota childhood, his specific hunger for the electricity of rock and roll, his position in the cultural moment of 1961. The modifications were irreproducible. No other imitator of Guthrie could have produced them, because no other imitator occupied Dylan’s position in the network. Second-order imitation is a structurally different operation: not the imitation of a specific source through a biographical lens but the imitation of the
statistical regularities of an entire corpus through an architectural processing mechanism. This is what the
large language model does. The scale of the crossing it can perform is