AI's Next Shift: Where Computing Runs Now Defines Everything

The AI development landscape is undergoing a fundamental shift from cloud-dependent services to local computing infrastructure, driven by major players like GitHub, OpenAI, and NVIDIA simultaneously pivoting toward on-device AI. This transition raises critical questions about cost control, regulatory compliance, and developer autonomy in computing ownership. With concurrent government restrictions on AI model access, the location and ownership of AI infrastructure have become central strategic concerns for developers.