A new study refines the 2018 sparse-pixel experiment by using exact minimax agents to guide a weak judge's image classification. Researchers tested how agents select specific image cells to influence judge decisions. This provides a technical framework for AI Safety via Debate, helping practitioners design protocols to oversee models that exceed human capability.