I think there'll be certain experiments that you want to run locally, especially things that you're developing. And then maybe at some point you can kind of package that up and have someone else roun it for you. But i think you're going to see all three in the future. The purely virtual stuff, we still have aways to go on. That's absolutely true. I would say, ok, what what is maybe an under appreciated aspect of being able to have a fully virtual kind of experiment? There's no such thing as a perfect model. All models are wrong. Some are useful. S like, we will use whatever technology is necessary to improve scientific decision making. Whatever

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