Yunfa Si, Z. Jeffrey Chen, Zuhao Shi, Rui Tan, Lun Li, Jiannan Guo, Anan Guo, Geng Wu, Bao Liu, Wei Qian, Haoran Zu, Rongguo Song, Qingjia Chi, Renxin Xu, Jinsong Wu, Jie Shen, Daping He
ABSTRACT Single‐layer MXene nanosheets have garnered immense attention for their remarkable functional versatility; however, their ultimate performance and application potential are fundamentally limited by their intrinsic quality. Traditional high‐yield methods for MXenes typically involve high‐energy mechanical input, often introducing a substantial density of defects, which inevitably creates the trade‐off between quality and scalability. Herein, we present a water‐mediated exfoliation strategy that tailors the coordination environment of intercalated Li + ions to expand the interlayer spacing beyond the critical threshold for spontaneous delamination. This strategy produces kilogram‐scale, single‐layer nanosheets with exceptional structural integrity, large lateral dimensions (>10 µm), and high yields (>80%). Furthermore, the highly oriented membrane assembly by these nanosheets minimizes inter‐flake voids and imposes prohibitive steric hindrance to Mg 2+ transport. Consequently, the membrane exhibits exceptional ideal Li + /Mg 2+ selectivity (> 170) and achieves rapid direct lithium extraction from natural seawater (36% yield). This achievement effectively bridges the lab‐to‐industry gap, paving the way for scalable osmotic energy and resource recovery applications.