Taylor Had a Stopwatch. They Have Your Knowledge Work. — Startup Patterns
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A critical analysis of how AI systems extract and commodify knowledge workers' labor without compensation, drawing parallels to Frederick Taylor's scientific management. Covers the information sector's 42-month job contraction, how AI hiring data masks redistribution rather than growth, the mechanics of training data extraction from developers/artists/support workers, the contradictions in AI firm valuations ($2.4T in implied export revenue), and the political trap created by pension fund dependence on tech stocks. Concludes with organizational-level actions: mapping your extraction profile, investing in existing staff over API credits, and stress-testing AI vendor dependency scenarios.
