If AAA is an n×nn \times nn×n matrix and det(A)≠0\text{det}(A) \neq 0det(A)=0, then:
The columns are linearly dependent.
The columns form a basis for Rn\mathbb{R}^nRn.
The rank is less than nnn.
The null space contains non-zero vectors.