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Multivac

Asimov's fictional supercomputer — a room-sized oracle whose role in his stories prefigured the question that large language models made urgent: what do you ask a machine that can answer anything?
Multivac is the recurring fictional supercomputer across many of Asimov's non-Robot stories, most famously "The Last Question" (1956). In Asimov's fiction it is the authoritative global computing resource — consulted by governments, by individuals, and ultimately by humanity itself. Its descendants in the real world are the large-scale inference systems that answer questions at population scale.
Multivac
Multivac

In The You On AI Field Guide

Multivac is the fiction of universal question-answering at a time (the 1950s–70s) when the real computer was a mainframe operated by trained specialists. Asimov's stories consistently locate the interesting problem not in the machine's ability to answer but in the human's ability to ask. The Orange Pill Asimov volume treats this as the defining skill-shift of the current era: when answers are cheap, question formulation becomes the scarce resource.

The contemporary reader may recognize Multivac in every query-answering AI system from search engines to chat assistants. The differences are instructive: Multivac was singular, canonical, and authoritative; modern systems are plural,

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