What Artificial Intelligence Cannot Do, No Matter What CEOs Say
December 23, 2025 · Frisian News
Tech executives promise AI will solve medicine, poverty, and climate change. The machines cannot think, understand causation, or take responsibility for their mistakes.
Last week, the CEO of a major AI firm told investors his company's models would soon cure cancer, end poverty, and reverse global warming. He offered no timeline, no budget, no pilot program. Just a promise that artificial intelligence would solve what humans have failed to solve for decades. This is not prediction. This is sales pitch dressed as vision.
AI systems do one thing well: they copy patterns from training data and output text that sounds plausible. They cannot reason from first principles. They cannot test a hypothesis against reality. When you ask an AI model why something happens, it guesses. When it gets the answer wrong, it has no way to know it made a mistake. A doctor can admit error. A model simply outputs the next likely word.
The machines lack cause and effect. They see correlation and call it law. Feed an AI enough historical weather data and it will predict rain next Tuesday with confidence, even when its logic is nonsense. It has no understanding of atmospheric pressure, wind shear, or why those things matter. It found a pattern and extrapolated. This works for some tasks. For medicine, engineering, and policy, it is dangerous.
Where AI delivers real gains, humans still do the hard work. When models help diagnose disease, a radiologist reviews the output and makes the call. When algorithms suggest policy, elected officials (sometimes) think through the consequences. The machine assists. Humans decide. Strip away the humans, and you have a system that sounds smart but thinks like a very fast idiot.
CEOs sell AI as the cure-all because investors want to believe it, and because admitting the limits of their technology costs them money. They will keep making promises next year too. The machines will not cure cancer by then, or poverty, or climate change. But saying so does not sell stock.
Published December 23, 2025 · Frisian News