Why artificial intelligence triggers old fears — from witches to algorithms

Fear of artificial intelligence turned out not to be a unique reaction of the digital age. History shows that humanity has responded to the incomprehensible in the same way many times before: first seeking the threat and the culprit, then turning the new fear into rules, institutions, and everyday practices.

How Anxiety Is Born

When people don't understand the cause of misfortune, they almost always try to quickly assemble an understandable narrative for it. In the Middle Ages, such a narrative became the witch: she connected illness, crop failure, mental deviations, and sudden deaths into one explainable story. This didn't make the world safer, but it restored a sense of control. If evil can be named and localized, then it can be fought, expelled, or punished. So fear turned into a convenient scheme for explaining chaos.

During epidemics, the same mechanism worked, only the role of the witch was taken by outsiders, well-poisoners, or "wrong" neighbors. The plague frightened not only by mortality but by meaninglessness: the disease didn't distinguish between the guilty and the innocent and shattered the usual concept of a just order. Therefore, society first reacted morally rather than analytically. This pattern survived centuries: the words changed — from curse to systemic risk — but the unknown was still first declared dangerous, and only then understood.

Science and Machines

The scientific age didn't abolish fear; it made it colder and more precise. The world began to be explained through biology, physics, and mathematics, but rationality didn't automatically bring a sense of security. Illness ceased to be punishment from above and became a process, lightning became electricity, and madness became the work of the brain. Humanity began to rely less on myth and more on research, yet anxiety didn't disappear: it was simply processed through expertise, laboratories, regulations, and institutions of control.

The industrial age added a new twist: the object of fear became the product of human reason itself. The machine frightened not only because it could replace labor, but also because it possessed its own, inhuman logic of efficiency. Later, the computer changed not muscles but the contour of thought — memory, calculation, data storage, communication, and search. The unknown ceased to be only an external force and entered everyday life through databases, interfaces, protocols, and the growing transparency of digital life.

• The witch provided a simple explanation for misfortune and chaos.
• The plague triggered a search for the culprit where there was no clear cause.
• The machine sparked fear of a force created by humans.
• The computer made the theme of surveillance, accounting, and digital traces more noticeable.
• AI questioned the boundary between tool and subject.

Why AI Is Special

Artificial intelligence troubles more deeply than previous technologies because it combines several old types of the unknown at once. It is invisible in its operation, opaque to most users, scales faster than familiar institutions, and uses human language. AI intrudes into a territory that culture has long considered almost inviolable: speech, interpretation, decision-making, imagination, and creativity. Therefore, the debate is not only about productivity or jobs, but about where the boundary lies between a useful tool and a system resembling a subject.

"Progress is not a situation in which people stopped being afraid."

Hence the sharp fluctuations in society's reaction: from enthusiasm and the cult of efficiency to discussions about the end of professions, manipulation of consciousness, and loss of control. But the historical conclusion is rather sober. The maturity of a civilization is determined not by the absence of fear, but by the manner of responding to it. Where there were once bonfires and banishment, today there must be audit, research, understandable rules of application, and meaningful regulation. Otherwise, the old mechanism of demonization will simply put on modern vocabulary.

What This Means

The debate around AI is not only a conversation about technology but also a test of public maturity. If the unknown is again reduced to panic and a search for culprits, humanity will repeat the old error in a new form. If, however, fear can be translated into the language of expertise, norms, and real scenarios of application, artificial intelligence will follow the same path that machines and computers once did: first frighten, then become embedded in everyday life.