Nvidia's optimistic forecast for the second quarter has fueled expectations of increased orders with TSMC. As a result, investors have flocked to TSMC shares (ticker: TSM) as a way to capitalize on the growing demand for AI chips. Consequently, the stock has experienced an impressive gain of nearly 50% year-to-date.