A new 3D-printed copper plate design cuts data center cooling energy use by 97%. This hardware optimization targets the massive heat loads generated by AI clusters. By improving thermal efficiency, the technology reduces the operational overhead for GPU farms. It offers a concrete path to lowering the energy footprint of large-scale inference.