Nvidia is increasing server prices by over 15% due to a global chip shortage anticipated beyond 2027. Chipmakers prioritize AI-grade semiconductors, intensifying scarcity. This raises capital requirements for AI infrastructure. Consequently, AI model training and deployment expenses will significantly increase for businesses. The chronic chip shortage means substantial investments are crucial for scaling AI solutions, potentially automating vast work hours. Nvidia's management of semiconductor costs is pivotal for global AI infrastructure growth, making the "AI race" more capital-intensive for enterprises.