Samsung Electronics Co. reached a $1 trillion valuation as shares quadrupled over the past year. This surge follows intense demand for high-bandwidth memory chips essential for AI accelerators. The company now joins TSMC in an elite valuation club. This growth confirms the massive capital flow into the physical infrastructure powering large language models.