Fads come and go. Megatrends (such as urbanization and the internet) change the world. Certainly, megatrends can get ahead of themselves (there was an internet bubble in the early 2000s, and more recently China built entire cities expecting rapid pockets of urbanization that never happened). Some investors wonder if Artificial Intelligence (“AI”) is a fad, a megatend that has gotten ahead of itself, or still in its infancy. In this report, we address this question with a variety of data points (including comparative data on 20+ top AI stocks) and a special focus on big-data AI stock Snowflake (SNOW) (including its business, growth opportunity, valuation and risks). We conclude with our strong opinion on AI as a theme and Snowflake as an investment opportunity.