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Francisco Varela

The Chilean neuroscientist and philosopher who gave biology the concept of autopoiesis, cognitive science the enactive approach, and the age of artificial intelligence its sharpest conceptual tool for distinguishing the system that makes itself from the system that merely processes.
In a laboratory in Santiago in the early 1970s, Francisco Varela and Humberto Maturana asked a question that had haunted biology for centuries: what is the difference between a living system and a very sophisticated chemical reaction? Their answer—autopoiesis, the self-making characteristic of living systems—drew a hard line that the most capable artificial system cannot cross. An autopoietic system is a network of processes that produces the very components which, through their interactions, continuously regenerate the network. The cell makes the membrane that contains the metabolism that makes the cell. Remove one side of the circle and the identity does not persist in diminished form: it ceases. A large language model does not make itself. Its silicon was manufactured, its architecture designed, its training data assembled, and its parameters adjusted, all by agents outside the system. It is, in Varela’s term, allopoietic—produced by other, producing other. This is not a verdict on the
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