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The fallacy of AI doomsday forecasts

Updated: October 8th, 2026, 07:29 IST
in Opinion
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Sanjaya Mishra

Sanjaya Mishra-OP

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These days, we often hear and read in the news that artificial intelligence (AI) is pushing humanity toward disaster. Well-known researchers, tech leaders, and scientists regularly warn that fast-growing machine intelligence could make humans obsolete or even lead to extinction. Because these warnings come from highly educated experts, they seem very convincing. But history shows that disaster predictions about new technologies rarely come true.

Doomsday predictions often make headlines because people are naturally drawn to dramatic stories. Disaster warnings grab our attention and tap into our fear of the unknown. When experts say a new technology could be dangerous, the media often repeats and exaggerates these claims, turning technical challenges into scary stories. But just because someone knows how to build a technology doesn’t mean they can predict how it will affect society.

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History shows that even very smart and skilled people can make big mistakes when predicting the future. For example, in 1913, Thomas Edison said that motion pictures would completely change schools within ten years. Robert Metcalfe, who helped invent Ethernet, once predicted that ‘the Internet will collapse in 1996.’ As the year 2000 approached, many experts warned that the Y2K bug would cause massive problems, like power outages and grounded planes. While the coding issue was real, the disaster never happened because engineers fixed the problem ahead of time, and the new year arrived with hardly any trouble.

Overconfident predictions are common even in the field of AI. In 1958, Herbert Simon and Allen Newell said a computer would become a world chess champion within ten years, but it actually took almost forty. In 1967, Marvin Minsky claimed that problems of general AI would be ‘substantially solved within a generation.’ These experts were not wrong about computers, but they made a common mistake: they thought early progress would continue at the same pace, without running into major obstacles.

To see why doomsday predictions often miss the mark, it helps to remember that every big scientific advance has both positive and negative effects. Nuclear physics led to both atomic weapons and clean nuclear energy. The internet made worldwide communication easier, but it also created new ways for cybercrime and misinformation to spread.

AI is similar. It brings real challenges, including concerns about intellectual property, job changes, algorithmic bias, and the risk of harmful uses like deepfakes or automated weapons. These are real problems that need clear rules, transparency, and strong ethical standards.

On the other hand, AI is also making amazing progress that doesn’t get as much attention as scary headlines. AI models are speeding up drug discovery, solving age-old mathematical problems, helping to predict protein structures in hours instead of years. They are making power grids more efficient, improving the diagnosis of rare diseases, and personalising education for students around the world.

Most of the loudest voices about AI come from tech companies leading its development. Instead of focusing on the dangers and causing fear, they should encourage ethical innovation and responsible progress. When experts focus only on worst-case scenarios, they overlook that early problems with new technology do not determine its future. People have always found ways to adapt, set rules, and fix issues as they come up.

The United Nations’ High-level Advisory Body on Artificial Intelligence is optimistic about AI’s future and its potential for public good. They emphasise AI governance. To put “AI governance in the hands of a few developers, or the countries that host them, will create a deeply unfair situation where the impacts of developing, deploying and using AI are imposed on most people without their having any say in the decisions for doing so”. UNESCO released Recommendations on the Ethics of AI in 2021 to guide governments in adopting appropriate regulations within their jurisdictions.

News stories often focus on worst-case scenarios because fear grabs our attention. But as we think about the future of AI and other new sciences, it’s wise to be skeptical of doomsday predictions. History shows that things are rarely as bad as the pessimists say, or as perfect as the optimists hope. Instead, progress usually comes from steady, practical work to solve problems and guide innovation safely and ethically.

The writer is a Bhubaneswar-based educationist.

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