Semiconductor stocks have been the biggest winners in the artificial intelligence boom, with a 253% increase in enterprise value compared to the S&P's 56%. Bernstein's research shows significant revenue and profit revisions driving investor interest, particularly in companies like Nvidia, Super Micro, Broadcom, and Vertiv.