Intel's gelsinger warns AI hardware shortages to last 2-3 years, shift in CPU demand observed

At a DBS Bank event in Singapore on October 12, Intel CEO Patrick Gelsinger warned that AI hardware shortages will persist for two to three years due to ongoing supply chain constraints. Key components like memory chips remain in short supply, with prices rising monthly, and TSMC's packaging capacity has reached its limit. Gelsinger highlighted the growing demand for CPUs over GPUs, driven by the rise of intelligent agents, which has revitalized Intel's data center and AI division, seeing a 59% year-over-year revenue increase. The traditional 'eight GPUs to one CPU' ratio has been reduced to four to one. He also noted that token costs for cutting-edge models in China are significantly lower, enabling satisfactory performance. Funding remains a key constraint for expansion, with proving ROI critical for investor confidence. Gelsinger expressed optimism about quantum computing, expecting it to enter mainstream use within three to five years. He emphasized the importance of finding suitable application scenarios, a view aligned with recent investments through his venture capital fund. The shift in demand structure and the potential of quantum computing represent key trends shaping the future of AI and chip allocation.