Yes, this statement is true.

Here’s why:

When the columns of matrix $A$ are linearly independent, it means that there are no nontrivial linear combinations of the columns of $A$ that result in the zero vector. In other words, the only way to express the zero vector as a linear combination of the columns of $A$ is by assigning a zero coefficient to each of the columns.

Mathematically, this