“As part of the research, Cerulli consulted firms including RAM Active Investments, PanAgora Asset Management, and NN Investment Partners. PanAgora’s director of equity investments Mike Chen told Cerulli that constructing machine-learning factors is a “balancing act” as fund managers don’t want them to react to quickly to “noise in the market information” — or so slowly that they miss a trend, according to the report.”


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