Why artificial intelligence is changing the world forever
The technology once confined to research labs is now reshaping labour, language and the very idea of expertise. A field guide to the decade that changed everything.
The technology once confined to research labs is now reshaping labour, language and the very idea of expertise. What began as a curiosity in academic departments has become the defining economic force of the decade.
A quiet revolution
For most of computing history, machines followed instructions. The new generation of models does something subtly different: they approximate judgement. That distinction — between following rules and exercising a kind of reasoning — is why the current moment feels so unfamiliar.
The hardest part of covering AI is not the technology. It is the speed at which the social contract around it is being rewritten.
Across industries, the pattern repeats. A capability appears, is dismissed as a toy, then within eighteen months becomes infrastructure.
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What comes next
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