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Good, I. J. (1966). Speculations Concerning the First Ultraintelligent Machine.

Advances in Computers Volume 6, 31–88.doi:10.1016/s0065-2458(08)60418-0

“Let an ultraintelligent machine be defined as a machine that can far surpass all the intellectual activities of any man however clever. Since the design of machines is one of these intellectual activities, an ultraintelligent machine could design even better machines; there would then unquestionably be an ‘intelligence explosion’, and the intelligence of man would be left far behind. Thus the first ultraintelligent machine is the last invention that man need ever make, provided that the machine is docile enough to tell us how to keep it under control.”

Irving John Good (1916 – 2009) was a British mathematician who worked as a cryptologist at Bletchley Park with Alan Turing. After the Second World War, Good continued to work with Turing on the design of computers and Bayesian statistics at the University of Manchester. Good moved to the United States where he was professor at Virginia Tech.

1.1. What is the intelligence explosion? – MIRI


The intelligence explosion idea was expressed by statistician I.J. Good in 1965[13]:

Let an ultraintelligent machine be defined as a machine that can far surpass all the intellectual activities of any man however clever. Since the design of machines is one of these intellectual activities, an ultraintelligent machine could design even better machines; there would then unquestionably be an ‘intelligence explosion’, and the intelligence of man would be left far behind. Thus the first ultraintelligent machine is the last invention that man need ever make.

  1. Basics
  2. How Likely is an Intelligence Explosion?
  3. Consequences of an Intelligence Explosion
  4. Friendly AI

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