University of Kwazulu-Natal

Experts Predict Humanity Could Reach Technological Singularity Soon Ms

Bonisiwe Shabane
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experts predict humanity could reach technological singularity soon ms

By one major metric, artificial general intelligence is much closer than you think. Here’s what you’ll learn when you read this story: In the world of artificial intelligence, the idea of “singularity” looms large. This slippery concept describes the moment AI exceeds beyond human control and rapidly transforms society. The tricky thing about AI singularity (and why it borrows terminology from black hole physics) is that it’s enormously difficult to predict where it begins and nearly impossible to know what’s beyond this technological... However, some AI researchers are on the hunt for signs of reaching singularity measured by AI progress approaching the skills and ability comparable to a human.

One such metric, defined by Translated, a Rome-based translation company, is an AI’s ability to translate speech at the accuracy of a human. Language is one of the most difficult AI challenges, but a computer that could close that gap could theoretically show signs of Artificial General Intelligence (AGI). Here’s what you’ll learn when you read this story: The world is awash in predictions of when the singularity will occur or when artificial general intelligence (AGI) will arrive. Some experts predict it will never happen, while others are marking their calendars for 2026. A new macro analysis of surveys over the past 15 years shows where scientists and industry experts stand on the question and how their predictions have changed over time, especially after the arrival of...

Although predictions vary across a span of almost a half-century, most agree than AGI will arrive before the end of the 21st century. Since the arrival of the large language models (LLMs) that have now seeped into seemingly every nook and cranny of our digital lives, scientists, experts, industry leaders, and pretty much everyone else have some... The technological singularity, often simply called the singularity,[1] is a hypothetical event in which technological growth accelerates beyond human control, producing unpredictable changes in human civilization.[2][3] According to the most popular version of the... 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... Some scientists, including Stephen Hawking, have expressed concern that artificial superintelligence could result in human extinction.[5][6] The consequences of a technological singularity and its potential benefit or harm to the human race have been...

Prominent technologists and academics dispute the plausibility of a technological singularity and associated artificial intelligence "explosion", including Paul Allen,[7] Jeff Hawkins,[8] John Holland, Jaron Lanier, Steven Pinker,[8] Theodore Modis,[9] Gordon Moore,[8] and Roger Penrose.[10]... 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... 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.[12] However, machines capable of performing at or... The Hungarian–American mathematician John von Neumann (1903–1957) is the first known person to discuss a coming "singularity" in technological progress.[14][15] Stanislaw Ulam reported in 1958 that an earlier discussion with von Neumann "centered on...

In 2025, renowned futurist and Google AI visionary Ray Kurzweil released a major update to his predictions on the technological singularity—a moment when artificial intelligence surpasses human intelligence and transforms civilization. His new book, The Singularity Is Nearer, refines the timeline for Artificial General Intelligence (AGI), longevity breakthroughs, and the merging of humans with machines2. Kurzweil’s vision remains bold, but increasingly plausible. With exponential advances in computing, biotechnology, and neural interfaces, the countdown to the singularity is accelerating. Kurzweil’s predictions are grounded in his “Law of Accelerating Returns,” which posits that technological progress grows exponentially—not linearly. The technological singularity refers to a future point when AI becomes smarter than humans and begins to improve itself autonomously.

This could lead to: Kurzweil envisions a world where humans connect their brains to the cloud, enhancing cognition and creativity. Artificial Intelligence (AI) and technological singularity are among the most critical topics of the 21st century. Many scientists and technology experts predict that in the near future, Artificial General Intelligence (AGI) will reach a level where its capabilities surpass human intelligence. Some experts, including the CEO of the AI company Anthropic, even believe that this milestone could be achieved within the next 12 months. Technological singularity refers to the point at which AI not only matches human intelligence but also surpasses it, becoming capable of improving and evolving itself independently.

This concept has long been a subject of debate, with differing opinions on when—or if—it will occur. Predictions regarding the timeline for singularity vary widely. While some experts argue that it is impossible, others believe it could happen within the coming decades. The rapid advancements in large language models (LLMs) and other AI technologies have recently led analysts to reconsider their previous projections. Some estimates suggest that singularity could become a reality as early as 2026, while other experts anticipate it happening between 2030 and 2050. The accelerating pace of AI development, particularly with breakthroughs in deep learning and computational power, makes this possibility more tangible than ever before.

As AI continues to advance, questions surrounding its ethical implications, safety, and societal impact grow increasingly important. If singularity does occur within the next few years, it could revolutionize industries, reshape economies, and redefine the future of humanity.

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One such metric, defined by Translated, a Rome-based translation company, is an AI’s ability to translate speech at the accuracy of a human. Language is one of the most difficult AI challenges, but a computer that could close that gap could theoretically show signs of Artificial General Intelligence (AGI). Here’s what you’ll learn when you read this story: The world is awash in predictions of when...

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Although predictions vary across a span of almost a half-century, most agree than AGI will arrive before the end of the 21st century. Since the arrival of the large language models (LLMs) that have now seeped into seemingly every nook and cranny of our digital lives, scientists, experts, industry leaders, and pretty much everyone else have some... The technological singularity, often simply called...

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Prominent technologists and academics dispute the plausibility of a technological singularity and associated artificial intelligence "explosion", including Paul Allen,[7] Jeff Hawkins,[8] John Holland, Jaron Lanier, Steven Pinker,[8] Theodore Modis,[9] Gordon Moore,[8] and Roger Penrose.[10]... Stuart J. Russell and Peter Norvig observe that in the history of technology, improvement in a particula...

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In 2025, renowned futurist and Google AI visionary Ray Kurzweil released a major update to his predictions on the technological singularity—a moment when artificial intelligence surpasses human intelligence and transforms civilization. His new book, The Singularity Is Nearer, refines the timeline for Artificial General Intelligence (AGI), longevity breakthroughs, and the merging of humans with mac...