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Predictions of the singularity

For decades, the brightest minds have named the year technological progress explodes. The consensus is that there is no consensus.

48 predictions on record

20 already overdue

  1. Hans Moravec→

    “Within forty years, Moravec believes, we will achieve human equivalence in our machines.”

    Predicted in 1988

    Source: Mind Children (Harvard University Press)

    Allegedly
    ~2028
    Time remaining
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  2. Hans Moravec→

    “Machines would reach human-level intelligence within about forty years.”

    Predicted in 1988

    Source: Mind Children / later interview

    Allegedly
    ~2028
    Time remaining
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  3. I. J. Good→

    “It is more probable than not that, within the twentieth century, an ultraintelligent machine will be built and that it will be the last invention that man need make, since it will lead to an 'intelligence explosion.'”

    Predicted in 1965

    Source: Speculations Concerning the First Ultraintelligent Machine

    Was due
    ~2000
    OvertimeOverrun
    26
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  4. Vernor Vinge→

    “No later than the year 2030 or he'll be 'surprised'.”

    Predicted in 1993

    Source: Interviews / updates

    Allegedly
    ~2030
    Time remaining
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  5. Hans Moravec→

    “By 2040, we can have robots that are as smart as we are.”

    Predicted in 1995

    Source: Wired interview

    Allegedly
    ~2040
    Time remaining
    14
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  6. I. J. Good→

    “Let an ultraintelligent machine be defined as a machine that can far surpass all the intellectual activities of any man however clever... an ultraintelligent machine could design even better machines; there would then unquestionably be an 'intelligence explosion.'”

    Predicted in 1965

    Source: Speculations Concerning the First Ultraintelligent Machine

    Was due
    ~1990
    OvertimeOverrun
    36
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  7. Ray Kurzweil→

    “Machines will reach human-level intelligence by 2029.”

    Predicted in 1999

    Source: The Age of Spiritual Machines

    Allegedly
    ~2029
    Time remaining
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  8. Herbert A. Simon→

    “Machines will be capable, within twenty years, of doing any work that a man can do.”

    Predicted in 1965

    Source: The Shape of Automation for Men and Management

    Was due
    ~1985
    OvertimeOverrun
    41
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  9. Ray Kurzweil→

    “Predicts the creation of human-level artificial intelligence by 2029 and the singularity by 2045.”

    Predicted in 2005

    Source: The Singularity Is Near

    Allegedly
    ~2029
    Time remaining
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  10. Marvin Minsky→

    “Within a generation... the problem of creating artificial intelligence will substantially be solved.”

    Predicted in 1967

    Source: Prediction cited in histories of AI

    Was due
    ~1992
    OvertimeOverrun
    34
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  11. Ray Kurzweil→

    “The Law of Accelerating Returns implies that a technological singularity will occur before the end of the 21st century, around 2045.”

    Predicted in 2005

    Source: The Law of Accelerating Returns

    Allegedly
    ~2045
    Time remaining
    19
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  12. Ray Kurzweil→

    “The Singularity will allow us to transcend these limitations of our biological bodies and brains... We will be able to expand our intelligence by billions of times.”

    Predicted in 2005

    Source: The Singularity Is Near

    Allegedly
    ~2045
    Time remaining
    19
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  13. Marvin Minsky→

    “In from three to eight years we will have a machine with the general intelligence of an average human being... In a few months it will be at genius level and a few months after that its powers will be incalculable.”

    Predicted in 1970

    Source: Life magazine interview, 20 November 1970

    Was due
    ~1973
    OvertimeOverrun
    53
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  14. Douglas Hofstadter→

    “I doubt it will happen in the next couple of centuries.”

    Predicted in 2007

    Source: Interviews / IEEE Spectrum

    Allegedly
    ~2207
    Time remaining
    181
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  15. Marvin Minsky→

    “Within our lifetime machines may surpass us in general intelligence.”

    Predicted in 1970

    Source: 1961 statement, cited in AI prediction timelines

    Was due
    ~2020
    OvertimeOverrun
    06
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  16. Shane Legg→

    “There is a 50% chance of AGI by 2028.”

    Predicted in 2022

    Source: Interview / DeepMind statements

    Allegedly
    ~2028
    Time remaining
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  17. Geoffrey Hinton→

    “I now predict 5 to 20 years but without much confidence. We live in very uncertain times.”

    Predicted in 2023

    Source: X post, May 2023

    Allegedly
    ~2028
    Time remaining
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  18. I. J. Good→

    “Predicts 1993 give or take a decade.”

    Predicted in 1970

    Source: Some future social repercussions of computers

    Was due
    ~1993
    OvertimeOverrun
    33
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  19. Geoffrey Hinton→

    “Until quite recently, I thought it was going to be like 20 to 50 years before we have general purpose AI. And now I think it may be 20 years or less.”

    Predicted in 2023

    Source: Interview, 2023

    Allegedly
    ~2043
    Time remaining
    17
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  20. Hans Moravec→

    “Ten years later hardware equivalent to a human brain would be cheaply available, and if software development kept pace then machines able to think as well as a human would begin to appear then.”

    Predicted in 1978

    Source: Today's Computers, Intelligent Machines and Our Future

    Was due
    ~1988
    OvertimeOverrun
    38
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  21. Elon Musk→

    “I think it's 5 or 6 years away... the definition of digital super intelligence is that it's smarter than any human at anything.”

    Predicted in 2023

    Source: X Spaces discussion, July 2023

    Allegedly
    ~2028
    Time remaining
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  22. Sam Altman→

    “I expect AI to be capable of superhuman persuasion before it is superhuman at general intelligence, which may lead to some very strange outcomes.”

    Predicted in 2023

    Source: Interview, 2023

    Allegedly
    ~2048
    Time remaining
    22
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  23. Vernor Vinge→

    “We will soon create intelligences greater than our own. When this happens, human history will have reached a kind of singularity.”

    Predicted in 1983

    Source: First use of 'Singularity' in this technological sense / later NASA paper

    Was due
    ~2005
    OvertimeOverrun
    21
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  24. Sam Altman→

    “It is possible that we will have superintelligence in a few thousand days (!); it may take longer, but I’m confident we’ll get there.”

    Predicted in 2023

    Source: The Intelligence Age

    Allegedly
    ~2031
    Time remaining
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  25. Edward Feigenbaum→

    “They want to create a machine that can reason, learn, and converse with humans as naturally as another human... It will be the knowledge industry's equivalent of the automobile, the steam engine, and electricity.”

    Predicted in 1983

    Source: Fifth Generation Computer Systems commentary

    Was due
    ~1992
    OvertimeOverrun
    34
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  26. Leopold Aschenbrenner→

    “By 2027, we could have God-like AI.”

    Predicted in 2023

    Source: Situational Awareness

    Allegedly
    ~2027
    Time remaining
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  27. Hans Moravec→

    “Predicted that supercomputers would match the human brain before 2010.”

    Predicted in 1988

    Source: Mind Children

    Was due
    ~2010
    OvertimeOverrun
    16
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  28. Demis Hassabis→

    “There is a 50 percent chance of a system that can exhibit all the cognitive capabilities humans can by the end of the decade.”

    Predicted in 2023

    Source: Interview / World Economic Forum discussion

    Allegedly
    ~2030
    Time remaining
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  29. François Chollet→

    “~10-15 years to invention, then 5-10 years to full-scale realization.”

    Predicted in 2023

    Source: X post, September 2023

    Allegedly
    ~2038
    Time remaining
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  30. Hans Moravec→

    “By 2010, computers will reach human-level intelligence, and shortly thereafter, they will leave us far behind.”

    Predicted in 1988

    Source: Mind Children / later interviews

    Was due
    ~2010
    OvertimeOverrun
    16
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  31. Sam Altman→

    “AGI will probably get developed during [Trump's] term.”

    Predicted in 2024

    Source: Bloomberg interview, December 2024

    Allegedly
    ~2029
    Time remaining
    03
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  32. Vernor Vinge→

    “Within thirty years, we will have the technological means to create superhuman intelligence. Shortly after, the human era will be ended.”

    Predicted in 1993

    Source: The Coming Technological Singularity

    Was due
    ~2023
    OvertimeOverrun
    03
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  33. Geoffrey Hinton→

    “There is a 10 to 20 per cent chance that AI will cause human extinction within the next three decades.”

    Predicted in 2024

    Source: Interview, December 2024

    Allegedly
    ~2054
    Time remaining
    28
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  34. Demis Hassabis→

    “AGI is probably five to ten years away.”

    Predicted in 2024

    Source: Interviews / public statements

    Allegedly
    ~2029
    Time remaining
    03
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  35. Elon Musk→

    “AI will become vastly smarter than any human and would overtake us by 2025.”

    Predicted in 2020

    Source: New York Times interview, July 2020

    Was due
    ~2025
    OvertimeOverrun
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  36. Yann LeCun→

    “Probably more than 10 years, maybe within 20.”

    Predicted in 2024

    Source: Interview, February 2024

    Allegedly
    ~2034
    Time remaining
    08
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  37. Sam Altman→

    “AGI could be developed within the next decade, perhaps in five to ten years.”

    Predicted in 2021

    Source: Interviews / public statements

    Was due
    ~2026
    OvertimeOverrun
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  38. Ray Kurzweil→

    “I have stayed consistent... 2029... 2045.”

    Predicted in 2024

    Source: The Singularity Is Nearer / Guardian interview

    Allegedly
    ~2029
    Time remaining
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  39. Dario Amodei→

    “Powerful AI systems will emerge in late 2026 or early 2027.”

    Predicted in 2023

    Source: Machines of Loving Grace

    Was due
    ~2026
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  40. Dario Amodei→

    “I don’t think it will be a whole bunch longer than that when AI systems are better than humans at almost everything.”

    Predicted in 2025

    Source: Davos / Wall Street Journal coverage

    Allegedly
    ~2027
    Time remaining
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  41. Elon Musk→

    “The world is less than three years away from AGI that can write as good a novel as J.K. Rowling, discover new physics, or invent new technology.”

    Predicted in 2023

    Source: Interview, December 2023

    Was due
    ~2026
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  42. François Chollet→

    “AGI by 2030, early 2030s, most likely.”

    Predicted in 2025

    Source: ARC Prize / interviews

    Allegedly
    ~2030
    Time remaining
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  43. Elon Musk→

    “If you define AGI as smarter than the smartest human, I think it’s probably in the next year. Like within two years.”

    Predicted in 2024

    Source: Interview with Norges Bank Investment Management, April 2024

    Was due
    ~2025
    OvertimeOverrun
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  44. Geoffrey Hinton→

    “A lot of scientists agree between five and 20 years. That’s the best bet.”

    Predicted in 2025

    Source: Financial Times interview, 2025

    Allegedly
    ~2030
    Time remaining
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  45. Chamath Palihapitiya→

    “The next 18 months will be wild. Recursive self improvement will dramatically increase capability very quickly from here.”

    Predicted in 2026

    Source: X / posts

    Allegedly
    ~2028
    Time remaining
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  46. Elon Musk→

    “Smarter than any one human probably around the end of next year... Five years from now, AI will be smarter than all of humanity collectively.”

    Predicted in 2024

    Source: Interview / Davos coverage

    Was due
    ~2025
    OvertimeOverrun
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  47. Demis Hassabis→

    “Artificial General Intelligence is just a few years away.”

    Predicted in 2026

    Source: Google I/O, May 2026

    Allegedly
    ~2029
    Time remaining
    03
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  48. Sam Altman→

    “OpenAI has a clear roadmap for achieving AGI by 2025.”

    Predicted in 2024

    Source: Y Combinator interview, November 2024

    Was due
    ~2025
    OvertimeOverrun
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