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World

The 82-to-1 Threshold: What Happens to a Civilization When Most Workers Stop Being Human

Steven Alber profile image
by Steven Alber
Updated
The 82-to-1 Threshold: What Happens to a Civilization When Most Workers Stop Being Human
A single number, buried in a security forecast, marks the most consequential demographic event of the decade. Inside enterprise networks in 2026, autonomous agents already outnumber the humans who supposedly direct them by eighty-two to one.
Steven Alber profile image
by Steven Alber
Updated

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