True AGI means 10 percent global economic growth says Microsoft CEO
The definition of AGI is increasingly showing how transformative the technology could be.
Key takeaways
- Nadella said that the focus should be on broader economic impact rather than self-proclaimed AI breakthroughs.
- According to Nadella, the real benchmark for AGI’s success should be global economic growth reaching 10%.
- The tech giant also made Azure AI Foundry Labs available – a hub where developers, startups, and enterprises can explore Microsoft’s latest AI research and innovations.
Cite or link to this article
Griffin, M. (2025) 'True AGI means 10 percent global economic growth says Microsoft CEO', 311 Institute, 11 August. Available at: https://www.311institute.com/true-agi-means-10-percent-global-economic-growth-says-microsoft-ceo/ (Accessed: 1 October 2026).
Microsoft CEO Satya Nadella has challenged conventional definitions of Artificial General Intelligence (AGI), such as an AI that “outperforms all humans at all economically valuable work,” arguing that true AGI should be measured by economic growth rather than AI advancements alone – which is why recently Microsoft and partner OpenAI defined AGI as the point in time when AI can generate over $100 Billion in profits by itself by, for example, building its own business which is also Google DeepMind’s new favourite variant of the Turing Test and one of Sam Altmans ambitions. Nadella said that the focus should be on broader economic impact rather than self-proclaimed AI breakthroughs.
“If you’re going to have this explosion or abundance…of intelligence available, the first thing we have to observe is GDP growth,” said Nadella in a recent interview with Dwarkesh Patel. “Before I get to what Microsoft’s revenue will look like, there’s only one governor in all of this. This is where we get a little ahead of ourselves with all this AGI hype.”
The Future of AI and AGI 2040, by AI Keynote Matthew Griffin
He added that current economic growth rates in the developed world remain low, at around 2%, and inflation-adjusted figures would remain close to zero. According to Nadella, the real benchmark for AGI’s success should be global economic growth reaching 10%.
“Us self-claiming some AGI milestone, that’s just non-sensical benchmark hacking to me,” he said. “The real benchmark is the world GDP growing at 10%.”
Nadella said that the primary beneficiaries of AI advancements will not be tech companies but industries using AI to drive productivity – AKA conveniently Microsoft’s customers.
“The big winners here are not going to be tech companies. The winners are going to be the broader industry that uses this commodity,” he said. “Suddenly, productivity goes up, and the economy is growing at a faster rate. When that happens, we’ll be fine as an industry.”
Drawing a comparison to past technological revolutions, Nadella said that AI should drive significant economic progress similar to the Industrial Revolution.
“When we say this is like the Industrial Revolution, let’s have that Industrial Revolution type of growth,” he said. “That means to me, 10%, 7%, developed world, inflation-adjusted, growing at 5%. That’s the real marker. It can’t just be supply-side.”
Microsoft recently introduced Majorana 1, the world’s first quantum chip using topological qubits, along with Muse, a generative AI model for gameplay ideation. The tech giant also made Azure AI Foundry Labs available – a hub where developers, startups, and enterprises can explore Microsoft’s latest AI research and innovations. It provides access to experimental AI models, agentic frameworks, and tools that accelerate the transition from research to real-world applications.
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The definition of AGI is increasingly showing how transformative the technology could be.

About the author
Matthew Griffin Founder, 311 Institute
Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath."
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Matthew Griffin is a multi-award winning Futurist and expert in Disruption and Innovation, Geopolitics, Leadership, and Technology, who NASA have described as a "walking encyclopaedia of the future" and a "futurist Polymath." 15-time best selling author of the "Codex of the Future" series, Matthew is the Founder and Futurist in Chief of the 311 Institute, a global Futures and Deep Futures advisory firm working with royal households, world leaders, G7, G20, and G77 governments, NGOs, and multi-national mid and mega cap firms to help them explore, shape, and lead the next 50 years of business and society.
An award-winning YouTube creator with over a million followers, with an unrivalled global reach and impact, Matthew is a highly sought-after international keynote speaker, lecturer, and mentor who collaborates with global leaders through the United Nations Alliance of Civilizations (UNAOC) and United Nations General Assembly (UNGA) to shape pivotal initiatives such as the UN’s AI for Humanity program, the United Nations Conference of the Parties (UN COP), and the World Economic Forum in Davos.
As the former Global Head of Cloud, National Security, and Enterprise Sales for companies including Atos, Dell-EMC, and IBM, Matthew has a proven track record of building multi-billion dollar business units and turning failing divisions into market leaders. His ability to identify, analyse, and communicate the implications of hundreds of emerging technologies and trends is unparalleled, and his insights are trusted by many of the world’s most respected organisations, including ABB, Accenture, Adidas, AON, ARM, BCG, Centrica, Citi, Coca-Cola, Dentons, Deloitte, Dow Jones, EY, Google, KPMG, Lego, Legal & General, LinkedIn, Microsoft, PepsiCo, Qualcomm, RWE, Samsung, Siemens AG and Siemens Energy, T-Mobile, UBS, VISA, Walmart, Workday, Worldpay and many others.
Regularly featured in the global media including the AP, BBC, Bloomberg, CNBC, Discovery, Forbes, Khaleej Times, Telegraph, TIME, ViacomCBS, WIRED, and the WSJ, Matthews mission is to help organisations create a fair and sustainable future whose benefits are shared by everyone irrespective of their ability, background, or circumstances.
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Sources and further reading
- Satyanadella linkedin.com
- 4GLSzuYXh6w youtu.be
- Azure AI Foundry Labs azure.microsoft.com
Source: first published by the 311 Institute on 11 August 2025. Cite as: Griffin, M. (2025). True AGI means 10 percent global economic growth says Microsoft CEO. 311 Institute. https://www.311institute.com/true-agi-means-10-percent-global-economic-growth-says-microsoft-ceo/
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