- Essays··11 min read
Sunday Essay — The Three Productivity Curves We Refuse to Reconcile
Three credible measurement traditions, applied to the same workforce in 2026, point in three different directions. The discourse treats them as one number. The gaps between them are the actual managerial signal.
ai-productivityenterprise-aimeasurementcentaur-vs-autopilotRead - Essays··7 min read
Twelve Percent Faster, and Other Numbers I Don't Yet Believe
Four data sets, three methodologies, and no one who matters can yet give you a single defensible figure for AI's effect on knowledge-work productivity. The measurement culture is not up to the tooling — and the vendors will close that gap last.
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