Understanding the regulatory mechanisms of nitrogen assimilation is crucial for developing crop cultivars with improved nitrogen utilization efficiency (NUE). Here the authors identify a new negative regulator of NUE and mutation of this gene increases 10–20% rice grain yield under nitrogen-limiting field conditions.