Historical bubble patterns suggest current market assessments of AI winners and losers are often inaccurate. While AI growth has already depressed shares for several software and data firms, these early valuations frequently miss the mark. Savvy stockpickers can exploit this volatility. This trend highlights the gap between short-term sentiment and long-term enterprise AI viability.