The forecast from the leading producer of advanced AI chips reinforced investor confidence in the outlook for chipmakers whose market values have skyrocketed in the past two years due to a surge in chip spending by Big Tech. TSMC customer and AI chip frontrunner Nvidia rose almost 4% to a record high of $140.89, before paring gains to trade 2% higher in afternoon trade.