Chat JPT launched six months ago. The NGPT for launched three months ago. We might have liftoff probably in the next year or so with real production use cases because right now most of the stuff is still not production, it's still demo ware and private data and that sort of stuff. It hasn't dramatically changed anybody's processes just yet but I think it's going to happen in the near term. When you don't need a human to send an email anymore, you can send a million of them from a machine"

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