Stone to Silicon

Artificial intelligence · 1980

XCON

An expert system that configures computer orders saves DEC about $25 million a year.

John McDermott's R1, later XCON, configured VAX computer orders at Digital Equipment Corporation using thousands of rules. Its savings sparked the commercial expert systems boom, with companies spending over a billion dollars a year on AI by the mid-1980s.

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Related measurements

The dashed line marks when it first worked.

Training compute of notable AI models Source: Epoch AI, Notable AI Models (CC BY 4.0)

Computation per constant dollar, 1850-2006 Latest: 7.3B million units of computer power per 2006 $ (2003) Source: Nordhaus 2007, Two Centuries of Productivity Growth in Computing, J. Econ. Hist. 67(1), Table 6