AI hardware leadership 2

https://noon-wiki.win/index.php/Building_the_Foundation_for_Scalable_AI_Deployments_That_Can_Grow_With_Demand

Leading in AI hardware means pushing the limits of chip design to handle massive models and real-time processing, where companies like NVIDIA and AMD compete on raw performance and efficiency while new players build specialized accelerators for specific AI tasks. It’s less about marketing and more about delivering compute power that keeps up with evolving algorithms and growing data demands.