Technological singularity
hypothetic future event in which artificial intelligence iteratively redesigns itself to rapidly become more intelligent, causing technological and social change beyond prediction
The technological singularity, often simply called the singularity, is a hypothetical event in which technological growth accelerates beyond human control, producing unpredictable changes in human civilization. According to the most popular version of the singularity hypothesis, I. J. Good's intelligence explosion model of 1965, an upgradable intelligent agent could eventually enter a positive feedback loop of successive self-improvement cycles; more intelligent generations would appear more and more rapidly, causing an explosive increase in intelligence that culminates in a powerful superintelligence, far surpassing human intelligence.
Prominent technologists and academics have historically disputed the plausibility of a technological singularity and associated artificial intelligence "explosion", including Paul Allen, Jeff Hawkins, John Holland, Jaron Lanier, Steven Pinker, Theodore Modis, Gordon Moore, and Roger Penrose. One claim is that artificial intelligence growth is likely to run into decreasing returns instead of accelerating ones. Stuart J. Russell and Peter Norvig observe that in the history of technology, improvement in a particular area tends to follow an S curve: it begins with accelerating improvement, then levels off without continuing upward into a hyperbolic singularity.
In July 2026, OpenAI CEO Sam Altman and SpaceXAI CEO Elon Musk said the singularity had arrived.
History
Alan Turing, often regarded as the father of modern computer science, laid a crucial foundation for contemporary discourse on the technological singularity. His pivotal 1950 paper "Computing Machinery and Intelligence" argued that a machine could, in theory, exhibit intelligent behavior equivalent to or indistinguishable from that of a human. But a technological singularity is not required for machines that can perform at or beyond a human level on certain tasks to be developed, nor does their existence imply the possibility of such an occurrence, as demonstrated by events such as the 1996 victory of IBM's Deep Blue supercomputer in a chess match with grandmaster Garry Kasparov.
The Hungarian-American mathematician John von Neumann is the first person known to have discussed a "singularity" in technological progress.
This brief starts where responsible research should: with the source description of “Technological singularity” as hypothetic future event in which artificial intelligence iteratively redesigns itself to rapidly become more intelligent, causing technological and social change beyond prediction. Everything that follows is an evidence route, not borrowed authority.
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The subject matters to the history & society register because the source frames it as hypothetic future event in which artificial intelligence iteratively redesigns itself to rapidly become more intelligent, causing technological and social change beyond prediction. Its deeper value depends on whether names, dates, institutions and citations support that framing.
Chronology, provenance and viewpoint should be read together before a broad social or political interpretation is accepted. The source revision retrieved here is dated Sep 21, 2026. The linked authority identifier is Q237525. The first chronological checks are 1965, 2026, 1950 and 1996.
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This entry incorporates text from “Technological singularity” on English Wikipedia. Contributors are listed in the page history. Text is available under the Creative Commons Attribution-ShareAlike 4.0 License. Selected authority identifiers and statements are retrieved from Wikidata under CC0; their references and qualifiers remain part of the verification path.