Sydney Armani argues that the current AI surge differs fundamentally from the 1990s Dot-Com Bubble. He highlights structural differences in how Artificial Intelligence creates immediate value compared to early internet speculation. This perspective suggests a more sustainable growth trajectory. Investors should weigh these structural claims against actual enterprise adoption rates to gauge long-term market stability.