[US AI Hardware Stocks Surge in Pre-Market Trading, Nvidia Up 3.6%] According to MSX.COM data, US AI hardware stocks surged in pre-market trading, with Nvidia up 3.6%, TSMC up 4.3%, Broadcom up 3.6%, SK Hynix up 7.2%, AMD up 5.2%, Micron up 5.2%, ASML up 3.7%, Applied Materials and Oracle up 5%, Lam Research up 5.4%, Lumentum up 8.4%, Marvell up 6.5%, and SanDisk up 6.6%.