Two five‐coordinate Al atoms are present in the planar Al2O2 core in 1, which was prepared from an aluminum dihydride and dioxane; unusually short Al−O bonds are also observed. The aluminum dihydride starting material reacts with Group 16 elements (S, Se, and Te) to provide further chalcogen‐bridged aluminum hydrides.