Intel has been replaced by NVIDIA on the Dow Jones Industrial Average, reflecting a shift in the semiconductor industry towards AI. Intel's AI efforts fell short compared to NVIDIA's successful GPUs. Challenges include competition, production costs, and revenue impact from China's move towards domestic chips.