Embracing Digital Transformation
Sep 8, 2026 · 43 min · 13 segments
Check out my new book AI Augmented Teams on Amazon or on my website paidar.ai/books. Sovereign AI is moving from a policy buzzword to a boardroom risk question, and Dr. Darren sits down with Usman…
Usman KhalidGuestDarren PulsipherHost
And then when we talk about sovereign AI, and this becomes really interesting, typically, when you look at sovereign initiatives across the globe, all of them are directed towards compute.
China has a sovereign CPU initiative where they're developing their own CPUs.
And basically the weights, the model weights, and also the data annotations, because technically AI is making decisions for you.
So should those be traceable back on why a certain decision is made becomes the question as well.
At first, people wanted sovereignty because sovereignty meant I had access to my stuff.
But you're starting to talk about not only having access to the models, but controlling the models.
That's true sovereignty, right? Because I'll give you this example and I'll give you Middle Eastern example, right? So a lot of the history that is being told in a given country, whether that's China or Middle East or some other country, even Europe, is somewhat different than the history being told on the Internet.
that when I was in Saudi Arabia with my wife last year and we went to the National History Museum and I got a different view of Saudi Arabian history from their perspective.
And then when we talk about sovereign AI, and this becomes really interesting, typically, when you look at sovereign initiatives across the globe, all of them are directed towards compute.
China has a sovereign CPU initiative where they're developing their own CPUs.
And basically the weights, the model weights, and also the data annotations, because technically AI is making decisions for you.
So should those be traceable back on why a certain decision is made becomes the question as well.
At first, people wanted sovereignty because sovereignty meant I had access to my stuff.
But you're starting to talk about not only having access to the models, but controlling the models.
That's true sovereignty, right? Because I'll give you this example and I'll give you Middle Eastern example, right? So a lot of the history that is being told in a given country, whether that's China or Middle East or some other country, even Europe, is somewhat different than the history being told on the Internet.
that when I was in Saudi Arabia with my wife last year and we went to the National History Museum and I got a different view of Saudi Arabian history from their perspective.
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