A personal history of labor
Autonomous systems and the future of work
Replaceability = technical capability × economic viability × availability. Whether it becomes replacement is a slower, separate question.
How it’s measured →
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02 / Your trajectory
Color = technical replaceability, year by year.
Hover the band or use arrow keys to read any year.
03 / Your territory
Every job in Money & Data, yours pinned first.
04 / Side by side
The same scale, two territories.
05 / Back to you
One picked at random.
The mirror
Software Engineer · — technical replaceability · 2026