Sydney Armani argues that current AI growth differs fundamentally from the 1990s Dot-Com Bubble. He highlights the immediate utility of these technologies compared to early internet speculation. This perspective suggests a more sustainable trajectory for Artificial Intelligence investments. Practitioners should monitor how these structural differences impact long-term capital allocation in the AI industry.