SK Hynix will invest 54 trillion Korean won to expand its memory chip manufacturing plants in South Korea. This $38.1 billion bet targets the surging demand for high-bandwidth memory used in AI accelerators. The expansion secures critical supply chains for GPU manufacturers. Hardware practitioners should expect increased capacity for the next generation of AI server clusters.