I feel like we're in this kind of probably pretty short in between moment where you know, my joke right now is that I've restarted the calendar on the release of GPT four. And yet that's not really deployed almost anywhere at this point. So yeah, I just I don't know. It's like hard to get a read on, but it sounds like you are mostly reaching people that are much more plugged in and kind of shepherding them through education as opposed to, you know, you don't see too many random on your page.

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