On real symmetric matrices of size , the displayed pairing is symmetric because . It is not bilinear: , whereas linearity would require . Its self-pairing is always nonnegative, but a nonzero singular matrix has , so positive definiteness fails as well. For it reduces to the ordinary real inner product. The Frobenius inner product supplies the appropriate bilinear, positive-definite geometry in every size.
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