Antiferromagnetic (AFM) spintronics has been receiving tremendous attention due to the ultrafast kinetics, zero stray field, immunity to external field, and potential for miniaturizing magnetic storage devices. The optical control of the AFM Néel vector has become an intriguing topic. Here, we propose a nonreciprocal light-scattering mechanism to flip the Néel vector in parity-time (