Explosive demand for advanced tools now outpaces global computing capacity. This shortage forces AI firms to limit user access and hike pricing to manage overhead. Infrastructure constraints are creating a bottleneck for scaling. Developers must now optimize for efficiency or face rising operational costs as hardware availability fails to meet market growth.