signal 6 of 7

New work appears where old tasks disappear

The jobs of 2040 are mostly not invented yet.

Every wave of automation has destroyed tasks and created others, and the created ones are easy to miss because they do not exist yet to be counted. This is not blind optimism; it is the documented pattern. The catch is timing and distribution: the new work does not always arrive for the same people, in the same place, at the same moment as the loss.

What the evidence shows

// the honest counterpoint

Net positive in aggregate can still be brutal in particular. A displaced 50-year-old in a one-industry town does not get retrained into a new title automatically. The average hides the people the transition hurts.

what it means for you

Position yourself near where the new tasks form: at the edge of the tool, where it meets a real human need.

Work it through with the cards

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