SSRNML & AI Methods

Agents Propose, Code Decides: An Autonomous Research Loop Framework to Build an Equity Alpha Model

An autonomous research loop in which agents propose factor candidates and code verifies them builds multi-factor alpha models, screening 212 predictors and admitting 14 that raise baseline information coefficient out-of-sample.