HPE Labs connects AI sovereignty with quantum security
SiliconANGLE Mark Albertson
HPE says AI, sovereignty and quantum are now the same conversation. That matters because the fight is shifting to who controls data, models and security.
Based on reporting by SiliconANGLE, Mark Albertson — read the original for the full story.
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At HPE Labs, Andrew Wheeler says customer talks used to start with AI or quantum. Now sovereignty has joined the list, and it shows up every time. That’s not a branding exercise. It’s a sign that companies and governments are treating control over data, infrastructure and economics as part of the AI stack itself.
Wheeler, who is both an HPE fellow and senior vice president, framed data sovereignty as the next step in a longer push for privacy controls. He pointed to a world where more than 170 countries have some kind of national data protection or privacy framework, then argued that AI is only adding pressure. Enterprises want local processing and regional boundaries, not a steady stream of sensitive telemetry heading off to external cloud services.
The quantum piece sits right next to that. HPE is working on quantum readiness through cryptographic posture management and infrastructure changes meant to preserve compliance, resilience and operational continuity. Wheeler said nations need to be defended against quantum threats, but also ready to use whatever benefits quantum brings. HPE’s research includes post-quantum cryptography across compute and networking, plus quantum key distribution, which could help distribute encryption keys securely and extend zero trust networking.
There’s another layer here that matters for AI, and it’s the one many security teams still treat as an afterthought: data in use. HPE already has encryption for data at rest, including controller-based encryption and self-encrypting drives, but Wheeler said the harder problem is protecting information while it’s being processed on a CPU, GPU or other accelerator. That’s where confidential computing comes in, along with work from other companies and researchers.
HPE’s internal security thinking has also shifted after participating in Project Glasswing, an Anthropic initiative that gave selected organizations access to Claude Mythos Preview. Wheeler said the company came away with a deeper understanding of the implications and has already tightened its own design lifecycle. The bigger message is blunt: AI, sovereignty and quantum are forcing security assumptions to move at the same speed as the systems themselves.
My take — AI-written commentary, not fact-checked reporting
The cleanest takeaway is that sovereignty is becoming the polite word for “we don’t trust your cloud setup.” That’s not paranoia; it’s the bill coming due after years of handing sensitive workflows to whatever platform was easiest. HPE is reading the room correctly, and the room is getting less cheerful about who gets to see the keys.
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