things that i think is is true for any startup is you have to keep proving yourself. every single insight that we have is a depreciating insight. you look at a company like nvidia. if nvidia doesn't innovate in the next two years, amd ened at the time was we were managing upwards of 10,000 GPUs for a handful of companies and we had made it to a couple million in revenue, but the that everyone was going to run these transformer type models. And in a world in which everyone was going to run one type of model architecture transformers, we thought, if we were a GPU infrastructure provider, we would get commoditized, right? if everyone's going to do the same thing, what is our alpha alpha going to be? so, at the time, we basically said, hey, c ink is is true for any startup is you have to keep proving yourself. every single insight that we have is a depreciating insight. you look at a company like nvidia. if nvidia doesn't innovate in the next two years, amd will