I had similar, my Bluetooth headphones that I’d been using with the PS3 didn’t work on my PS4, but I think the reason given was that they didn’t support Bluetooth encryption standards or something.

Like bro, I do not care if someone eavesdrops the audio of my Kingdom Hearts session - just give me the choice