convenience thing first and a privacy thing second

This is convenience and privacy, with a SolidPod you decide who stores the data. It could be you, it could be any federated instance, but that data is encrypted and you decide which application can use which data. They use a WebID (see this as a hash of your unique profile) to identify the user and this would be the only data that is shared between you and any federated instance.