Tropic is using GPT for in really interesting ways that are going to give them advantage. They have these small models, and when they do that process on these smaller models, the concept is actually kind of jump off the page and are very apparent. And you can see like, oh, this one seems to be responding to like animals because it like with dog and cat and, you know, bird and like, okay, like I see a pretty clear category there like this thing fires when there's an animal. So how do you figure out what they do? Well, they basically run a bunch of text through the model, keep track of what is making each individual neuron highly activated

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