The book also contains another statement of Good's intelligence explosion idea, later than the original 1959 statement but earlier than the famous 1965 statement (p. 194):
[After bringing a computer to near-human-level intelligence...] We could then educate it and teach it its own construction and ask it to design a far more economical and larger machine. At this stage there would unquestionably be an explosive development in science, and it would be possible to let the machines tackle all the most difficult problems of science.
He then discusses which scientific problems they could solve, what advantages over humans they would have, etc.
He also says "my guess of when all this will come to pass is 1978, and the cost of $10^(8.7 ± 1.0)."
I.J. Good, from the opening of 1962's The Scientist Speculates (a collection of partly-baked ideas):
(Note that I changed the formatting a bit for readability.)