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Do we get the beta badge or is that for Stack Overflow alone?
We will get it, although it is only awarded to private beta users.
The badge is awarded shortly after the public beta starts
I received the beta badge as soon as Area51 confirmed my commitment was fulfilled. I'm afraid an Area51 commitment is currently required for the badge :(