From the link "Nvidia has its own “confidential computing” feature that encrypts data as it’s being processed, which will be used with other privacy and security measures to protect user data"
It's not magic to those paying attention. The current model runs on device. And gemma e4b is already demonstrably capable on iPhone hardware, which is likely to be similar to what this is.