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Every time productivity jumps, the media narrative sows fear that employment will suffer…history dis

Every time productivity jumps, the media narrative sows fear that employment will suffer…history dis

June 07, 2026

Every time productivity jumps, the media narrative sows fear that employment will suffer…history disagrees

Every major technological breakthrough seems to trigger the same conversation: “This time is different…it’s going to destroy jobs”

➤ The Mechanical Loom - "Machines will eliminate textile workers entirely"
➤ The Steam Engine & Industrial Machinery - "Automation of physical labor will leave workers unemployed"
➤ Electricity and Assembly Lines - "Electrification and automation will reduce labor needs drastically"
➤ The Computer - "Computers will replace clerical workers and office staff"
➤ ATMs - "Automated teller machines would eliminate bank teller jobs"
➤ The Internet - "E-commerce and digitalization will destroy retail and media jobs"
➤ Robotics in Manufacturing - "Industrial robots will fully replace factory workers"

Sound familiar? Today, the false media narrative is creating fear about AI, but history suggests we may be asking the wrong question.

A concept from economics, Jevons Paradox, offers a more useful lens: 
➤ When something becomes more efficient and cheaper to produce, we don’t consume less of it…we consume more
➤ Increased demand can far outweigh the negative, productivity-gain effect on employment

The same dynamic is now showing up in AI:
➤ AI is lowering the cost of intelligence
➤ Analysis, content creation, coding, and customer service are becoming faster and more accessible
➤ When the cost of something valuable falls, demand tends to expand

Demand expansion matters, and it's impact is currently underappreciated:
➤ More businesses can afford capabilities that were previously out of reach
➤ New products and services are created
➤ Previously unimagined use cases emerge across industries

The result is not simply “less work”
➤ It is often more total work, just distributed differently

We have seen this before:
➤ ATMs did not eliminate bank tellers
➤ Spreadsheets did not eliminate finance professionals
➤ AI won’t eliminate developers
➤ It will expand the market (checkout the trend on software engineer job openings 🚀)

That does not mean there will be no disruption:
➤ Routine, repeatable roles will face pressure in the near term
➤ Transition costs are real and should not be dismissed
➤ Should governments and institutions invest in retraining? Absolutely
➤ Will AI create mass, persistent unemployment? Unlikely

There is a strong argument for the opposite dynamic:
➤ New business formation is already accelerating
➤ The cost of building, launching, and scaling ideas continues to fall
➤ Lower barriers tend to expand economic activity, not shrink it

The question is not:
➤ How many jobs will AI eliminate?

It is:
➤ How much demand will AI unlock?

That is where the long-term impact will be determined.

The Jevons Employment Effect From AI by Torsten Slok