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The Evolution of AI
Just look at consumer adoption. I that's the clearest trend. When you look at Duolingo, they have a GPT for integration. We were just at the Zendesk conference where they're integrating these LOMs into their customer interface products. And if you think about it, the GPD for the version of the language models that they're using has really only been around for a couple of months. It's already being integrated into these large scale products. You don't see large companies adopting a technology like this, this rapidly. To me, it's just it's so crazy how fast it's all moving.