AI Remembers Everything: The Sovereignty Dilemma
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AI Remembers Everything: The Sovereignty Dilemma
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When a model learns your secrets, it never forgets.
In this episode, Nick sits down with Tom Gillis from Cisco to explore one of the most pressing challenges of the AI era: data sovereignty. As AI models absorb sensitive information and operational data at unprecedented scale, organizations are facing a new reality: once that knowledge is embedded, it can’t simply be erased.
Tom unpacks how Cisco is reimagining the data center for this new world from GPU-driven architectures and co-packaged optics to federated analytics that bring computation to the data instead of the other way around. Together, they discuss the return of on-prem infrastructure, the risks of IP leakage in model training, and why protecting data sovereignty may be the defining trust challenge of enterprise AI.
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