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In the following expository article about spectrahedra, it is established informally that the boundary of spectrahedra is “more pointy” at matrices of lower rank.

Is there any formal statement related to this property? Is there in general, a relationship between the geometric dimension in $\mathbb R^n$ and the rank of the corresponding matrix?

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