Searching around, it appears that after logging into my Google account, I have to go launch the Play Store app and turn off auto-sync in order to stop the avalanche of apps I don't want on my phone.
Still the case? I was hoping I could stop it on my computer before activating the phone.
Still the case? I was hoping I could stop it on my computer before activating the phone.