Microsoft CEO urges firms to build proprietary AI systems

Microsoft CEO Satya Nadella has called for a fundamental shift in how companies approach artificial intelligence, arguing that long-term success depends less on selecting the most powerful AI model and more on building proprietary systems that compound human expertise with machine capability. In a detailed post published on June 14, 2026, Nadella framed this as essential to preventing economic value from being captured by only a handful of dominant AI providers.

Nadella introduced the paired concepts of "human capital" and "token capital" as the dual assets every company must cultivate. He defined human capital as the knowledge, judgment, relationships, and pattern recognition of employees. Token capital, a term gaining broader circulation, refers to the AI capability a firm builds and owns. Crucially, Nadella argued that human capital becomes more valuable, not less, as token capital grows, with human agency driving AI's effectiveness. "Without human direction, you have compute running in circles," he wrote.

The core opportunity, according to Nadella, lies in constructing a continuous "learning loop" on top of AI models, where these two forms of capital compound. He stated that...