In this expository study some basic matrix inequalities obtained by embedding bilinear forms [Ax, x] and [Ax, y] into 2 x 2 matrices are investigated. Many classical inequalities are reproved or refined by the proposed unified approach. Some inequalities involving the matrix absolute value \A\ are given. A new proof of Ky Fan's singular value majorization theorem is presented.