economics
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Part 2 of 2: The Labor Clock This is Part 2 of a two-part piece on the labor restructuring underway in the AI economy. Part 1 covered the bifurcation already visible in current data and the historical pattern of who captures productivity surpluses. This piece goes underneath that, to a structural problem that moves on…
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Part 1 of 2: The Labor Clock This is a two-part piece. The labor restructuring is the most layered of the four clocks in the AI economic reconfiguration, so I’m breaking this up into two parts. Part 1 covers what the data already shows: who is capturing the productivity surplus, and why the bifurcation happening…
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The rise of AI poses a significant challenge to funding federal governments, as it threatens to displace a substantial number of knowledge workers who contribute to tax revenue. With the U.S. relying heavily on individual income and payroll taxes, the potential decline in employment raises concerns about sustaining government income and benefits like Social Security.…
