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advanced-linear-algebra

Conics, quadrics, and the principal-axis theorem

taught

A's own eigenvectors are always a quadratic surface's principal axes -- the real spectral theorem is exactly what makes an eigenbasis align a rotated conic or quadric back to standard position.