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Microsoft CEO Satya Nadella warns firms about the ‘Reverse Information Paradox’ in AI adoption and offers strategies to retain competitive edge.
Key points
• Reverse Information Paradox
Companies risk losing proprietary knowledge to AI providers when using their services, as the AI learns from client data and can monetise it without ownership rights for the client.
• Intellectual property theft
News publishers and large companies have faced unauthorised data scraping by AI firms for training models, leading to lawsuits and concerns over proprietary knowledge protection.
• Client data ownership
Nadella advocates for regulations ensuring clients retain ownership of the knowledge they contribute to improving AI models, rather than the AI service providers.
• Five strategic pillars
Nadella outlines five key strategies—Control, Capability, Choice, Cost, and Compound—to help firms preserve their competitive edge in the AI era.
• Microsoft’s AI transition
Microsoft is replacing third-party AI services with its in-house models, reducing dependency on external providers to safeguard proprietary knowledge.
Processed with AI. Reviewed by DH Digital Team.

Microsoft CEO Satya Nadella
Published 13 July 2026, 12:33 IST