Nadella: Own Your AI Learning Systems Or Hand Value To Few Models

Microsoft Chief Executive Satya Nadella said companies must own the AI learning systems built from their own expertise, or risk handing their value to a few dominant models.

Nadella Defines Token Capital

Nadella made the case in a post on the future of the firm in an AI-driven economy. He called the moment unlike earlier platform shifts. For the first time, he wrote, a company can build a cognitive loop between its people and its machines.

He split corporate value into two forms. Human capital covers a workforce's knowledge, judgment, relationships and pattern recognition, while token capital is the AI capability a company builds and owns.

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Microsoft CEO Warns On Concentration

The real prize is not picking the best model but building a learning loop, Nadella said, warning that a few models could otherwise commoditize whole industries, as outsourcing once hollowed out manufacturing. "You can offload a task, or even a job, but you can never offload your learning," he wrote. He called for "a frontier ecosystem, not just a frontier model."

The post echoes a recent essay in which Nadella urged the technology industry to treat AI as a scaffold for human potential, not a substitute. He has also urged firms to govern AI agents like their own employees.

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