How statement and proof provenance work
The first chip identifies the source of the statement or construction; the second identifies the source of its local proof or verification.
- Literature-sourced: the exact statement appears in a cited source; only wording and notation differ.
- AI-adapted: a semantically identical restatement of literature-sourced material, modulo indexing, notation, and boundary cases adopted by the library.
- AI-generated: a genuinely novel statement formulated by AI, with no source for the claim itself.
These labels describe origin, not correctness: citations and verification chips remain separate evidence.
Self-adjoint, positive, unitary and normal operators
Definition
Assume the Axiom of Countable Choice, and let be a real or complex Hilbert space with a bounded linear operator and its Hilbert adjoint (The Hilbert-space adjoint of a bounded operator, The spaces (\mathcal B(X,Y)) and (\mathcal B(X)) of bounded linear operators).
- is self-adjoint when ;
- is positive when is a real number in for every ;
- is unitary when , the identity operator;
- is normal when .
The definitions are read over either scalar field with the same inner product. Two immediate consequences. Every self-adjoint operator is normal, because when . Every unitary operator is normal, because its defining identity says exactly that and are both the identity. Positivity is a condition on the values of the quadratic form and therefore forces those values to be real, which for a complex Hilbert space does not follow from boundedness alone; a positive operator on a complex Hilbert space is in fact self-adjoint, but that is proved later and is not assumed here.
Consistency of the vocabulary. The identity operator is self-adjoint, positive and unitary, and the zero operator is self-adjoint and positive; on the one-dimensional Hilbert space the operator is self-adjoint exactly when is real, unitary exactly when , and normal for every scalar .