AI hardware scalability 3

https://hotel-wiki.win/index.php/Building_Real-World_Systems:_The_Challenge_and_Opportunity_of_Scalable_AI_Infrastructure

AI hardware scalability refers to how well systems can handle growing computational demands as models get larger and more complex. As neural networks require more processing power efficient designs like GPUs TPUs and specialized accelerators allow expansion without disproportionate increases in cost or energy use. The real challenge lies in maintaining performance across thousands of interconnected chips while managing heat data movement and cost which ultimately determines how fast AI can evol…