Microsoft Chief Executive Satya Nadella says every company must build what he calls token capital and human capital, framing owned AI capability and human judgment as the assets companies need to thrive in an AI economy.

Nadella argued that human capital becomes more valuable as token capital grows.

The CEO defined token capital as a firm’s proprietary AI capability, the systems and models it builds and owns. Nadella paired it with human capital, which he described as employee knowledge, relationships, and pattern recognition. He cast human direction as the engine behind AI value. 

“Importantly, human capital does not become less valuable as token capital grows…Without human direction, you have compute running in circles,” he said.

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Nadella explained that the “real opportunity” will not come from choosing the strongest model. Instead, it comes from building a learning loop on top of models, where human and token capital compound.

“You can offload a task, or even a job, but you can never offload your learning. The future of the firm is the ability to compound that learning across people and AI,” he added.

He called for a fresh architecture. Each business would build agentic systems that improve over time. Firms would still keep control of their intellectual property.

His pitch centered on an ecosystem rather than a single frontier model. Value should spread across companies, industries, and countries, he argued. Every organization would then own the learning loop that holds its institutional knowledge.

That loop should let a company swap a base model without losing its accumulated expertise. According to Nadella,

“This is the key ‘test’ of your control and sovereignty in the era ahead.”

He described private evaluations and reinforcement learning environments built on a firm’s own data. These turn workflows and judgment into systems that improve with each use.

His warning targeted a future in which a few dominant models capture most of the value. The executive compared it to globalization that hollowed out industrial economies decades ago.

“The last thing any of us want is a world where every company across every sector is ceding value to a few models that eat everything they see. If all the value is accrued by only a few models, the political economy will simply not tolerate it. There is no societal permission for an AI future that hollows out entire industries,” the executive noted.

Nadella’s post lands as enterprise AI spending outruns corporate forecasts, raising the stakes on whether that money buys owned capability or deeper dependence on a few providers.

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The post Microsoft CEO Nadella Says Every Firm Must Build Token Capital appeared first on BeInCrypto.

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