AI will take your job: why the "useless class" scenario is no longer science fiction

Imagine spending years studying, building a career and honing your skills, only to wake up one morning and find that your experience is worth exactly as much as a twenty-dollar server subscription. We are used to thinking that progress always means a better life, but a different question now hangs in the air: what if we are building a world in which most people simply have no place? While enthusiasts debate the benchmarks of new models, economists and sociologists are starting to say out loud what they once whispered in the corridors: we are on the threshold of a global employment crisis that nobody is ready for.

The prospect is truly frightening, because what is at stake is not mere comfort but a person's very ability to support themselves.

History has seen many waves of automation, from looms to factory robots. But the current wave of AI is fundamentally different. Machines used to replace muscle; now they replace the brain. And they do it so fast that retraining becomes pointless. What is the sense in spending five years learning a new profession if in three years a neural network will do it better, faster and almost for free? This is no longer just a threat to low-skilled workers. Lawyers, programmers, analysts and even doctors are now at risk. The traditional path of "get an education, find a job" is starting to break down, because the labor market is changing faster than educational programs.

The problem is not only the disappearance of jobs but also how the benefits are distributed. In a traditional economy, labor was the main way capital was distributed. You work, you get a share of the profit as a salary. If labor drops out of the equation, capital concentrates in the hands of those who own the algorithms and the computing power. Everyone else is left with literally nothing to offer the market. We risk creating a society divided not into rich and poor, but into those who own the future and those who have become economically irrelevant. This is the "useless class" that futurists warned about, and today the term sounds more like a forecast than a metaphor.

Many place their hopes in universal basic income. The idea sounds appealing: robots work, people pursue creative interests and receive a government allowance. In practice, though, it runs into enormous political and social barriers. Who will pay those taxes under global competition? How do you keep a sense of purpose in a world where society does not need your contribution? We are used to defining ourselves through what we do, and losing that identity may hurt more than financial hardship. Without a clear adaptation plan, we risk getting not a utopia with robot servants but a social explosion of unprecedented scale.

The current situation resembles a game of musical chairs in which the chairs keep disappearing while the music plays faster. Companies chase efficiency and cut costs by deploying AI, but they forget that the employees they lay off are their future customers. If people have no income, nobody will buy goods and services, even ones produced by perfect algorithms. This is a fundamental paradox that could collapse the entire consumption system on which the modern world rests. We have reached a point where technological development must be matched by social engineering of the same level of sophistication.

Bottom line: We are building a hyper-efficient economy without people, forgetting that the economy exists for people, not the other way around. Can we rewrite the social contract before the system finally spirals out of control?