On July 26, Microsoft CEO Satya Nadella told CNBC that one of the most important competitive advantages for enterprises in the AI era is controlling their own data and AI usage experience. He introduced the “reverse information paradox”: when companies use AI models, they generate vast amounts of process data; if this data is held by external models, companies risk losing the ability to train and optimize AI in the future. Nadella believes the smarter approach is to decouple the model, the tool layer, and the company’s own data, enabling businesses to leverage the most powerful AI models while retaining ownership and control of their data assets. In the future, companies that cannot control their own AI capabilities will essentially be outsourcing their “ability to think.”
Microsoft CEO Warns Against Relying Solely on External AI Models
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Summary
Microsoft CEO Satya Nadella told CNBC that relying solely on external AI models could result in a loss of data control and hinder future AI potential. He emphasized the importance of keeping models, tools, and enterprise data separate to preserve autonomy. On-chain data and on-chain analysis are essential for effectively understanding and managing these risks.
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