Shares of SK Hynix surged 13% Wednesday following softer U.S. inflation data and renewed optimism for AI memory. Samsung Electronics also saw substantial early gains. This rally reflects tightening supply and high demand for high-bandwidth memory. Hardware investors now see a clearer path for chip stock growth as macroeconomic pressures ease.