Nature Nanotechnology, Published online: 07 September 2026; doi:10.1038/s41565-026-02271-5 Single copper atoms on boron nanosheets dynamically and reversibly switch to clusters, enabling the direct conversion of methane to acetic acid with 97% selectivity and high activity without the requirement for carbon monoxide.