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Normalization need not resolve singularities in dimension at least two
Remarks
Assume the Axiom of Choice, as in the curve suppliers (The Axiom of Choice).
For curves over a perfect field, normalization removes all singularities: A normal curve over a perfect field is nonsingular shows that a normal curve is nonsingular, For projective curves, Normalization resolves the singularities of a projective curve constructs the finite projective normalization over the actual perfect field.
In dimension at least two this fails. A normal variety can still be singular: the quadric cone over an algebraically closed field of characteristic not two is normal with an isolated singular point, as the companion counterexample A normal singular surface: the quadric cone ↗ shows. Since that cone is already normal, its normalization is the identity by The normalization of an irreducible affine variety and does not remove the singularity.
Normalization therefore only removes the non-normal locus, not the singular locus in general, and resolution of singularities in dimension at least two is a separate subject. This remark records the boundary of the curve theorem and asserts no resolution statement.
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