Five years of rapid adoption moved AI from science fiction to enterprise standard. Analysts now question if current valuations outpace actual utility. This skepticism follows a surge in corporate spending on LLMs and infrastructure. Investors must now distinguish between sustainable productivity gains and temporary hype cycles to avoid significant capital losses.