Predictions on the record
Explore Ray Kurzweil's AGI and superintelligence timeline: 20 sourced statements from 1990 to Oct 24, 2024. Compare what was said, when it was said, and any predicted arrival date.
This is a curated record, not a complete history or a scorecard. AGI and ASI labels group related language; the original wording and caveats remain below. How we document claims.
Prediction · AGI
Expected 2020–2070
Established, broadly accepted success on a full Turing test would arrive sometime between 2020 and 2070.
Source summary · not a verbatim quotation.
Kurzweil distinguished narrow successes and disputed demonstrations from broadly accepted unrestricted intelligent conversation. He explicitly cautioned that his estimate might be inaccurate.
Prediction · AGI
Expected by 2029
By 2029, computers would routinely pass apparently valid Turing tests, while debate about the full breadth of their intelligence continued.
Source summary · not a verbatim quotation.
The 2029 chapter forecasts autonomous learning and knowledge creation with little human involvement. It also preserves controversy about whether machines match every aspect of human intelligence; its 2019 forecast was only for disputed test reports.
Prediction · AGI
Expected by 2029
By 2029, the software needed for intelligence would be largely mastered.
Source summary · not a verbatim quotation.
The article forecast machines expressing a full range of human intellectual and physical skills within several decades. Its separate 2019 date referred to computing power, not completed intelligent software.
Prediction · AGI
No arrival date specified
“we will achieve machines in a few decades that have the complexity and richness of human thinking”
Kurzweil forecast machines with human-like behavioral complexity. He discussed consciousness as a philosophical question rather than claiming a current system was conscious.
Prediction · AGI
Expected by 2029
Bet that a machine would pass the agreed Turing test by the end of 2029.
Source summary · not a verbatim quotation.
His wager with Mitch Kapor specified lengthy text interviews and judging criteria. Passing this particular test was the proposed proxy for human-level intelligence.
Prediction · AGI
Expected by 2029
“by 2029 computers will pass the Turing test”
He described this as machine intelligence becoming behaviorally indistinguishable from biological intelligence. This is a renewed forecast in a separate interview.
Prediction · AGI
Expected by 2029
“by 2029 computers will be fully equal to humans and thereafter surpass them”
He contrasted existing narrow AI with a future combination of human cognitive abilities and machines' advantages in speed and memory.
Prediction · AGI
Expected by 2029
“By 2029 a machine will be able to pass a Turing test”
In a discussion of future human-machine integration, he treated indistinguishable conversational intelligence as the relevant threshold.
Prediction · AGI
Expected by 2029
By 2029, machines should combine human cognitive flexibility with superior memory and speed.
Source summary · not a verbatim quotation.
He reiterated that both the required hardware and software would exist in 2029. His threshold encompassed the breadth of human intelligence, not only a narrow task.
Prediction · AGI
Expected around 2029
“Artificial intelligence will reach human levels by around 2029.”
The interview explored longer-term combinations of human and machine intelligence. He presented human-level AI as a future milestone.
Prediction · AGI
Expected 2029
“On that question I've consistently said 2029.”
Asked when a functioning artificial brain could be built.
Prediction · AGI
Expected by 2029
“I believe that gap will close by 2029.”
The gap included emotional intelligence and understanding humor as well as language. He did not identify an existing Google product as human-level.
Prediction · AGI
Expected by 2029
“By 2029, they will match human intelligence.”
He forecast that machines would combine human-like reasoning with far greater memory and reading capacity. Contemporary systems were examples of progress, not declared AGI.
Prediction · AGI
Expected by 2029
Computers will match human abilities by 2029, including emotion.
Source summary · not a verbatim quotation.
Includes learning, humor and conversation.
Prediction · AGI
Expected by 2029
Computers should equal and surpass humans' remaining advantages by 2029.
Source summary · not a verbatim quotation.
An explicit human-capability forecast.
Prediction · AGI
Expected 2029
“I've been consistent in saying 2029.”
Reaffirmed 2029 for a valid Turing test, which he regarded as requiring the full flexibility of human intelligence.
Prediction · AGI
Expected by 2029
AI should pass a rigorous Turing test by 2029.
Source summary · not a verbatim quotation.
He reaffirmed his established date and discussed extended questioning by knowledgeable judges, rather than a brief chatbot demonstration.
Prediction · AGI
Expected by 2029
Human-level AGI will arrive by 2029.
Source summary · not a verbatim quotation.
Reaffirmed his longstanding forecast.
Prediction · AGI
Expected by 2029
AGI, matching or surpassing human intelligence generally, will arrive by 2029.
Source summary · not a verbatim quotation.
He reiterated his timeline at TIME's AI Impact Dinner in San Francisco.
Prediction · AGI
Expected by 2029
“AGI by 2029 is conservative.”
In a Moonshots interview with Peter Diamandis, Kurzweil again defended 2029 as a cautious estimate.