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At-least-human-level-at-human-cost AI

By Katja Grace, 7 February 2015 Often, when people are asked ‘when will human-level AI arrive?’ they suggest that it is a meaningless or misleading term. I think they have a point. Or several, though probably

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Penicillin and syphilis

By Katja Grace, 2 February 2015 Penicillin was a hugely important discovery. But was it a discontinuity in the normal progression of research, or just an excellent discovery which followed a slightly less excellent discovery,

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The slow traversal of ‘human-level’

By Katja Grace, 21 January 2015 Once you have normal-human-level AI, how long does it take to get Einstein-level AI? We have seen that a common argument for ‘not long at all’ based on brain size does not

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Making or breaking a thinking machine

By Katja Grace, 18 January 2015 Here is a superficially plausible argument: the brains of the slowest humans are almost identical to those of the smartest humans. And thus—in the great space of possible intelligence—the ‘human-level’ band must be very narrow. Since

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Are AI surveys seeing the inside view?

By Katja Grace, 15 January 2015 An interesting thing about the survey data on timelines to human-level AI is the apparent incongruity between answers to ‘when will human-level AI arrive?’ and answers to ‘how much of the way to human-level AI have

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Event: Multipolar AI workshop with Robin Hanson

By Katja Grace, 14 January 2015 On Monday 26 January we will be holding a discussion on promising research projects relating to ‘multipolar‘ AI scenarios. That is, future scenarios where society persists in containing a large number of similarly

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Michie and overoptimism

By Katja Grace, 12 January 2015 We recently wrote about Donald Michie’s survey on timelines to human-level AI. Michie’s survey is especially interesting because it was taken in 1972, which is three decades earlier than any other surveys we

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Were nuclear weapons cost-effective explosives?

By Katja Grace, 11 January 2015 Nuclear weapons were radically more powerful per pound than any previous bomb. Their appearance was a massive discontinuity in the long-run path of explosive progress, that we have lately discussed.

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A summary of AI surveys

By Katja Grace, 10 January 2015 If you want to know when human-level AI will be developed, a natural approach is to ask someone who works on developing AI. You might however be put off by such predictions being regularly criticized

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AI and the Big Nuclear Discontinuity

By Katja Grace, 9 January 2015 As we’ve discussed before, the advent of nuclear weapons was a striking technological discontinuity in the effectiveness of explosives. In 1940, no one had ever made an explosive twice as