
Who Owns Your AI? The Sovereignty Question No One's Asking
When your AI runs on someone else's API, someone else's infrastructure, someone else's model — who really controls your digital future?



When your AI runs on someone else's API, someone else's infrastructure, someone else's model — who really controls your digital future?

9 insights found

When your AI runs on someone else's API, someone else's infrastructure, someone else's model — who really controls your digital future?

A spiking neural network consumes 1000 times less energy than a GPU on the same inference task. What that means for who controls AI infrastructure is a governance question, not a hardware question.

We have been measuring AI success by model performance. The real failure is institutional. Here is the concept that changes how you think about AI accountability.

The failure rate is not about technology. It is about the gap between what AI promises and what organizations can actually absorb.

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