The contact information stored in the tasks will sync across multiple devices, if all devices are linked to the same Google account, and synchronization with your Google contacts is enabled. You can check this in the accounts area of your system settings.

At this time, we cannot guarantee that this will work for contacts synchronized with a Microsoft Exchange server.