Chinese open-weight model GLM-5.2 is rapidly closing the capability gap with industry leaders, yet it lacks critical safeguards against offensive tasks. Experts warn that the rapid proliferation of open-weight systems creates significant security risks because developers cannot effectively enforce safety protocols once users run models on private hardware.