Jin-Cheng Gao

AlphaOpsBench: Benchmarking End-to-End Alpha Strategy Operationalization in Prediction Markets

This work introduces AlphaOpsBench, which evaluates end-to-end operationalization from source-grounded economic hypotheses to auditable executable programs over 581 source-preserving strategy records and a lifecycle-scale Polymarket dataset, and separates strategy fidelity, behavioral validity, historical executability...