AIToday
AI Regulation & PolicyAI Business & IndustryWIRED AIPublished: Nov 5, 2026, 01:00 JST

UK £400 billion AI boost figure traced to Google report, minister says

Send on LINE
UK £400 billion AI boost figure traced to Google report, minister says

3 Key Points

  1. What happened

    AI minister Kanishka Narayan told Parliament the £400 billion figure came from a 2023 report commissioned by Google and produced by PF Global, and said the government's central estimate is £120 billion.

  2. Why it matters

    The government used a number far above its own projection, and the minister called even the £120 billion estimate 'hugely uncertain,' which may undermine public trust in official tech claims.

WHO IT HITSPolicymakers and civil servants who cite economic projections for technology will face tougher scrutiny, and the episode may prompt calls for independent verification of industry-funded research used in government communications.

Not sure about something? Ask the AI

Questions and answers are published on this page.

Summaries like this, every morning.

Context & Analysis

The £400 billion figure had been used by government departments and agencies for almost two years under two governments, and ministers had the lower estimate since at least November 2025. Yet Skills England, a government agency responsible for apprenticeships, was still publishing the old figure four months later. The parliamentary answer is the first recorded evidence that the government set the two numbers side by side.

PF Global's head of economics, Jonathan Dupont, said the disparity was partially because the government's model assumes a much slower rate of AI adoption than seemed possible in 2023. He added that given slower adoption in practice, the firm's central estimate for potential achieved by 2030 is now much closer to the government's number. The government has not withdrawn the £400 billion figure or said it was wrong.

Dame Chi Onwurah, who chairs the Commons Science, Innovation and Technology Committee, said the reports highlight hype as a central barrier to digital transformation. Sumedha Deshmukh of the Ada Lovelace Institute said figures about AI often have assumptions and incentives built in, and industry often funds or shapes the research behind them. PF Global said its work for Google continued but all research was independent and all judgments and assumptions were their own.

FAQ
Where did the £400 billion figure come from?
It was drawn from a publicly available 2023 report commissioned by Google and produced by Public First, now PF Global.
What is the government's current estimate?
AI adoption and data investment could add £55 billion to £140 billion to the UK economy by 2030, with a central estimate of £120 billion, according to the AI minister.
Has the £400 billion figure been withdrawn?
No, the parliamentary answer did not withdraw the £400 billion figure or say it had been wrong.
Send on LINE

AI news that matters for your work, delivered every morning.

Pick your industry and the AI tools you use, and get news related to your work every day.

Free · 30 seconds with Google · unsubscribe anytimeWhat is AIToday? →

Ask AI

Ask AI anything about this article. The AI reads this article, earlier AIToday articles, and Wikipedia, and cites its sources. Q&As are published on this page for other readers too.

Questions and answers are published on this page.

Related Articles

Next articleUber fulfilled just four rides via AI agents in Q3 2026