A cautionary Mathematica tale

Because a picture’s worth a thousand words:

visual proof that mathematica sucks at linear algebra
according to Mathematica, the rank of a matrix and that of a basis for its range can differ

The matrix involved is a projection, not some numerically unstable thing like the Hilbert matrix. You suck at linear algebra, Mathematica.