Samsung Electronics and SK Hynix will invest $518 billion to build a massive computer chip manufacturing hub. This capital injection targets the surging demand for high-bandwidth memory used in AI accelerators. The move secures South Korea's grip on the hardware supply chain. Chip designers now face a more concentrated production landscape for critical AI silicon.