PT - JOURNAL ARTICLE AU - François-Serge Lhabitant AU - Denis Mirlesse TI - Alpha Capture Systems: Past, Present, and Future Directions AID - 10.3905/jai.2023.1.181 DP - 2023 Jan 23 TA - The Journal of Alternative Investments PG - jai.2023.1.181 4099 - https://pm-research.com/content/early/2023/01/23/jai.2023.1.181.short 4100 - https://pm-research.com/content/early/2023/01/23/jai.2023.1.181.full AB - Alpha Capture Systems (ACS) describe a set of commercial and private computer programs that track investment recommendations and their subsequent performance to create an alpha-generating portfolio. This article presents an overview of the evolution of ACS from the first sell-side to the more recent buy-side systems, from capturing brokers’ ideas to analyzing the underlying positions of mutual funds and even hedge funds. We discuss the key features of the most recent ACS and flag their expected weaknesses. We suggest various improvements we expect to see in future ACS that, based on our experience, should enhance their performance significantly.