The first stage in our programming interview is like, you know, write some sort of array based question. And it just nails it. So this thing generated a solution that just nailed it. That is a senior engineer at the whiteboard for half an hour, sort of problem. It just gets it like one shot, one go. Zero seconds. And that's very impressive. I've been playing with Chatutee or GPT 3.5 and given lots of other programming competition questions or programming questions which I'm pretty sure are out of sample. The world knows this, people are using Copilot as people on my team who use Copilot day to day. But that's a qualitative

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