An AI agent proposed and refined aging modules under a frozen protocol. Of 7 concepts, 2 reach nominal significance (ECM stiffening +0.031, TRM efferocytosis +0.021); none survive FDR. Replay is public: steeramed.com/en/bench/… I’m rarely on LinkedIn — email: jianghui@deepome.com