Skip to content
Humanopia
Jobs and economy

Productivity is up. Where did the gains go?

Who captures the value of AI at work is a choice, not a law of nature.

vinznsk · Jul 11, 2026 · 1 min read

Every powerful technology redistributes something: time, money, attention, power. Artificial intelligence is no different. The interesting question is not whether it changes things, but who gets to decide how.

The people most affected by these systems are often the least consulted. Workers, patients, students and artists rarely sit in the rooms where products are designed and policies are drafted.

The question

Philosophers have argued for centuries about what makes a mind. Those arguments used to be thought experiments. Now they have practical consequences for law, work and how we treat each other.

  • Where the evidence is still thin
  • What remains uniquely human
  • What can be undone, and what cannot
  • Who benefits, and who pays the cost

Two ways to look at it

It is easy to talk about AI as if it were weather, something that simply happens to us. It is not. It is built by people, bought by people and regulated by people, and each of those choices can go more than one way.

Stay ahead without
living inside the feed.

Get our weekly newsletter with the most important AI news, practical guides and thought-provoking essays, curated for curious, forward-thinking people.

Weekly, not daily Curated and practical No spam, ever