Nadella on the Knowledge Paradox of Enterprise AI

xiaohu · x · 2026-07-13

Microsoft CEO Satya Nadella characterizes the dilemma facing enterprises in the AI era as a "reverse information paradox":

Companies pay for model API calls while simultaneously feeding internal knowledge, processes, and judgment criteria to the model so it can learn the company's expertise.
This means enterprises might be "paying twice for intelligence": first through explicit model fees, and second through the hard-to-quantify yet highly proprietary loss of internal expertise.
His proposed approach is summarized in five "C" words; the core isn't about listing parallel functions, but outlining a progression from "owning assets" to "generating compound interest."

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