Satya Nadella is asking the right AI question

Microsoft CEO Satya Nadella proposed a new framework for the future of artificial intelligence, emphasizing the interaction between "human capital" and "token capital." Human capital encompasses the knowledge, judgment, relationships, and ingenuity of people, while token capital refers to the AI capabilities that organizations develop and possess. Nadella's essay suggests that the true opportunity in enterprise AI lies not in selecting the most advanced models, but in constructing "learning loops" that allow human and AI capital to grow synergistically. This perspective challenges the prevailing industry focus on model performance, benchmarks, and context window sizes, which has dominated enterprise AI discussions for the past two years. The author of the article supports Nadella's viewpoint, having previously argued that enterprise AI's primary challenge is architectural rather than a lack of intelligence itself, and that the future of enterprise AI hinges on the learning loop, not solely on the model. This shift signifies a move from focusing on static intelligence to fostering compounding intelligence, where continuous improvement and adaptation are key.