ADOPT · T11
Will US nonfarm business labor productivity growth, measured year-over-year, be at or above 2.5% in any quarter reported by BLS between 2026-11-15 and 2027-12-31?
AI adoption is already lifting measured output per hour, so nonfarm business productivity growth prints at or above 2.5% year-over-year in at least one quarter in the test window.
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Measured productivity rises
Widely diffused AI tooling (agentic coding, document and support automation) absorbs execution volume while labor input growth stays flat. Measured output per hour in the nonfarm business sector accelerates above the pre-2023 trend and shows up in official BLS statistics, with one account already citing 2.8% year-over-year productivity growth through Q1 2026. Firms also face upfront reorganization costs before AI gains register in official statistics, but the acceleration still appears within the window.
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Measured productivity stays below the bar
Productivity gains from AI agents accumulate as capital or corporate profits rather than circulating as consumer spending, so strong nominal GDP and productivity figures that mask deteriorating real economic activity for workers and households. A new general-purpose technology (AI) being adopted and priced into markets and public imagination, so measured aggregate productivity growth does not accelerate until years after the technology's initial hype, as happened with the internet in the 1990s. It would show first if nonfarm business productivity growth stays below 2% year-over-year in every quarter of the window.
3 voices
The questions
Settles Oct 29open
Will Mastercard's operating cash flow for Q3 2026 be at least 43.0% of its revenue?
Settles Oct 29open
Will Mastercard's operating cash flow for Q3 2026 be at least 47.0% of its revenue?
Settles Oct 29open
Will Mastercard's operating cash flow for Q3 2026 be at least 51.0% of its revenue?
Settles Dec 18open
Will Paychex's operating cash flow for Q1 fiscal 2027 be at least 26.0% of its revenue?
Settles Dec 18open
Will Paychex's operating cash flow be at least 29 percent of revenue for the quarter ending November 30 2026?
Settles Dec 18open
Will Paychex's operating cash flow be at least 32 percent of revenue for the quarter ending November 30 2026?