if one or two places can change their relative importance in technology within such a short time span, you know, five to seven years, and it's not just China, you know Canada, for instance, the outsize role that it has played in AI research. You know, much of the AI boom that we see today comes from just a couple of major advancements in AI that happened, for instance, alexnet, which was this seismic event in neural networks.