An orthonormal (or orthogonal) matrix is a matrix whose columns are an orthonormal family of vectors.
Some authors call these real orthogonal or unitary matrices.
Let $A \in \F ^{m \times n}$. Something something \[ AA^\top = I. \]
\[ AA^\top = I. \]