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Macroeconomic impacts of AI

CEO of Nvidia, has predicted that the rapid adoption of AI across industries will lead to a shift toward a four- day work week, contending that the primary benefit of AI is its ability to take time-consuming tasks and finish them quickly which frees up companies to pursue new ideas and opportunities. Google's public policy initiatives highlight the economic benefits of its digital tools. The company claims to have generated ‘$850B of economic activity through Google's tools for U.S. businesses, nonprofits, publishers, creators and developers’ in 2024. Google is also addressing the skill gap through its ‘Grow with Google’ initiative, which has trained ‘more than twelve million Americans on digital skills’ since 2017. 9 The fierce competition for AI talent among technology giants like Meta, OpenAI and Anthropic underscores the immense economic value placed on human expertise in this field. Meta hires researchers like football players with signing packages reaching as high $200m. These skyrocketing salaries, with top positions at OpenAI earning up to $530,000, reflect the high demand for human ingenuity and the continued need for human input. 10 Beyond direct economic productivity, AI can foster societal welfare through the democratization of knowledge and lowered barriers to entrepreneurship. AI enables individuals with good ideas to compete with larger corporations as AI automates processes such as website creation, transaction processing and customer support. 11 With AI, people are more capable of educating themselves and hence able to increase their likelihood of either starting a company or being hired.

Part III: historical precedents of massive technological change To provide context for the current AI debate, it is essential to examine historical parallels. Two major technological shifts from the past offer valuable insights: the Industrial Revolution and the dot-com boom.

The First Industrial Revolution, which transformed agrarian societies into industrial ones, provides a compelling analogy for the present age. 12 This period was marked by a massive rural-to-urban demographic shift and significant social unrest, such as the Luddite movement, where workers protested against new machinery that devalued their skilled labour. 13 While this change was painful in the short term, it led to long-term gains in productivity and living standards.

A more recent example is the dot-com bubble of the late 1990s, which added $17.7Bn of economic value, was a period of immense technological development fuelled by speculative investing. 14 The bubble's burst resulted in significant job losses and financial uncertainty but led to a crucial long-term shift, forcing

9 Economic Opportunity | Google Public Policy. https://publicpolicy.google/economic-opportunity/. 10 Meta’s billion-dollar hiring spree. https://economictimes.indiatimes.com/news/new-updates/metas-billion-dollar-hiring-spree-deepmind-boss-says- money-cant-buy-the-frontier-of-ai-sam-altman-reacts/articleshow/123472940.cms. 11 How ambitious entrepreneurs use AI to aid startups. https://hbr.org/2025/08/how-ambitious-entrepreneurs-can-use-ai-to-scale-their-startups. 12 The Stages of Industrial Revolution and Its Impact on Jobs - Accountancy SA. https://www.accountancysa.org.za/the-stages-of-industrial-revolution-and-its-impact-on-jobs/. 13 Why did the Luddites protest? - The National Archives. https://www.nationalarchives.gov.uk/education/resources/why-did-the-luddites-protest/. 14 Understanding the Dotcom Bubble: Causes, Impact, and Lessons – Investopedia. https://www.investopedia.com/terms/d/dotcom-bubble.asp.

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