The Cyc project attempted to manually encode all of human civilization's knowledge into a logical knowledge base with the goal of building a system with human-level intelligence; it was based on Doug Lenat's conviction that intelligence is purely a knowledge problem with no shortcut, and that a machine given all human knowledge would eventually become capable of writing its own rules.
factualpending
Speaker
Michael WaldridgeEvidence Quote
“the vision this was the vision of Doug Leonard Leonard was a really brilliant researcher who really dazzled people in the early 70s with uh with his work um and uh he became convinced that that the really big problem of AI the problem of building machines which are as fully capable of human beings is simply a problem of knowledge”
Source
Don’t Believe AI Hype, This is Where it’s Actually Headed | Oxford’s Michael Wooldridge | AI History— Johnathan BiCreated: 8/11/2026, 7:08:35 AM
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