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History repeats itself: from machines to AI

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If we look back through history, we find that every major technological revolution came with the same fear: that people would lose their place to machines.

Three revolutions, the same fear

The same happened in the Industrial Revolution. When steam engines and automated factories began to change production, many believed human labour would become unnecessary. It did not. Jobs did not disappear; they were transformed. New professions, new skills and new ways of working were created.

Several decades later, the spread of computers created similar concerns. Some thought computers would replace office workers. In practice, however, those who learned to use the new tools became more productive, more effective and ultimately more valuable to their organisations.

The same pattern repeated with the Internet. In the 1990s many treated it as a passing fad. Today it is unthinkable for a business to operate without it. The companies and professionals who adopted it early gained a huge competitive advantage. Those who ignored it simply fell behind.

AI as a multiplier

Now we face another technological turning point: Artificial Intelligence. AI is not just new software. It is a multiplier of knowledge, speed and productivity.

Two people with the same experience, the same CV and the same technical knowledge can now get strikingly different results. One uses AI to research faster, organise information, automate repetitive tasks and spend more time on strategy and decision-making. The other keeps working exactly as before.

That is why the real change is not about whether AI will replace people. It is about which people will make better use of its capabilities.

The skills that gain value

The skills that gain value are changing. It is no longer enough to know how to use an AI tool. You need to know how to:

  • ask the right questions,
  • critically evaluate the answers and spot mistakes,
  • separate information from noise,
  • and, most importantly, exercise human judgement where technology cannot.

The conclusion

History shows that the winners of every technological revolution were not those who fought the change, but those who learned to work with it. The Industrial Revolution did not reward those who ignored machines. Computers did not favour those who refused to use them. The Internet did not wait for those who underestimated it. AI will be no different.

Artificial Intelligence will most likely not take your job. But someone who learns to use it better, more creatively and more effectively than you might. The most sought-after professionals of the next decade will not be those who compete with AI. They will be those who combine:

AI + Human Judgement + Creativity.

This text was first published on LinkedIn, on 11 July 2026.

Frequently asked questions

Will AI replace workers?

According to the article, most likely not. Jobs change and are transformed. Those who learn to use AI better than others gain the advantage.

Which skills gain value with AI?

Asking the right questions, critically evaluating answers, spotting mistakes, separating information from noise and exercising human judgement.

What does it mean that AI is a "multiplier"?

That it amplifies knowledge, speed and productivity. Two people with the same experience can get very different results depending on how they use it.

Where should a business start?

From one specific problem, with measures of success and data security first. This is the approach we describe in ITHACA's AI services.