Well, dig enough and you find an answer, I think. I Google'd my issue (Intel, you're gonna hate me but finding things on the site is really, really hard) and found a whitepaper from HP. It says that I need to first provision it via an Ethernet cable, then configure a wireless profile via the https page connection to the device.
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