Even if it is the whole hall (which used to be the Exploratorium, back in the day), there's still no way in hell they'd get 30,000 people inside. According to https://palaceoffinearts.com/info/, the maximum capacity of the facility is 5,000, and even that would be very crowded.
Yeah, I'm pretty sure that would be physically impossible, unless they are planning on hosting most of the conference on the grounds, parking lot and maybe surrounding streets.
This is not the case -- The Palace of Fine Arts is an excellent conference location - expansive and with mezz levels for private presentations, etc. I've done several conferences there and also presented.
It has beautiful outdoor garden spaces for relaxed 1:1s and doesnt feel at all like SF as most people imagine.
It may be real?
Edit: down below it says this theater will Host a conference of 30k people. No it won't. This is a scam.