[Global] 'AI Demand Still Outpaces Supply'... Companies Shift to Cost Efficiency

Experts warn that AI infrastructure demand continues to far outstrip supply, with energy shortages and data center constraints identified as key barriers. CNBC reported on interviews with industry leaders, including former Intel CEO Pat Gelsinger, who emphasized that while AI demand is nearly limitless, energy supply remains the primary constraint. Companies like NVIDIA face overwhelming demand for GPU-based data centers, while Cerberus and Luminous also note supply shortages. Though some firms are leasing unused computing resources, industry leaders caution this does not signal market oversupply. Luminous claims future production will already be sold. Businesses are increasingly prioritizing ROI over AI expansion, with NVIDIA's CRO noting stricter budget scrutiny. Cerberus's CEO predicts advanced AI models will handle complex tasks, while lightweight models will manage simpler work, raising questions about sustained demand amid cost management pressures.