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UK AI payoff estimate shrinks; Google data drove the original £400B claim
Nov 4, 2026SOURCE: wired.com
SO WHAT
This is a measurement failure signal: without faster adoption, the thousand-day window narrows while the inversion consolidates returns to those supplying models and tools.
The AI minister now says the figure is under a third of the initial estimate. The old system relied on lagging adoption assumptions and vendor-linked inputs.
Minister walked back the estimate; sources traced mainly to Google inputs.
This is Negative Resistance’s reframed reading of a reported signal. The headline and analysis above are our interpretation through the thousand-day-window lens. The original reporting lives at the source linked above.