Whenever a cutting-edge AI model is launched, the need for inference processing skyrockets almost instantly. Traditional centralized cloud environments struggle to adapt to such rapid shifts in demand unless they maintain a surplus of unused, idle resources. By contrast, the distributed GPU nodes offered by Aethir seamlessly expand to match these sudden surges, entirely removing the necessity for users to secure capacity ahead of time.