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Satya Nadella says we should assume all AI models are ‘compromised’

Author: Ajay Kumar

Published: 10-10-2026, 10:33 PM

In a lengthy post onMicrosoft’s CEO laid out his views on the dangers posed by highly advanced AI models and how to confront those risks. Nadella says we can no longer accept a world where AI is treated as a “set of nested black boxes” whose advice and actions we simply accept or reject. He calls for building a more transparent system where models can be contained, observed, and leaves behind “tamper-proof human readable evidence.”

Many of his recommendations align with what we’ve heard from others in the industry: timely incident disclosure, independent audits, verifiable data, and containment. It’s on that last point that he appears to go slightly further than some others in the field, saying:

We must assume a model is compromised and contain it from the start. Think of it like an emergency brake. An authorized person should always be able to pause or shut down a model mid-task. More advanced models will require more advanced containment technologies that we need to standardize on.

Unfortunately, Nadella also refers to AI as “super intelligence” throughout the post.

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Author: Ajay Kumar

Tech Enthusiast | Law & Accounting Expert | Web Developer | Blogger | Tally & SAP Specialist

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