Remark 2
Tag 0120, permanent. Cite it as [Bourbaki, Tag 0120].
Lie Groups and Lie Algebras, chapter VIII, § 5. Automorphisms of a semi-simple Lie algebra
Let X be the set of pairs where is a splitting Cartan subalgebra of and B a basis of the root system of . If and are two elements of X, there exists Aut that transforms into (Prop. 5), and the restriction of to does not depend on the choice of (Remark 1). In particular, if , and . The set of families satisfying the conditions
if
if
is in a natural way a vector space which we sometimes call the canonical Cartan subalgebra of . For and takes B to , and hence the root system of to that of ; it follows that the dual of is naturally equipped with a root system and with a basis of . We sometimes say that is the canonical root system of and that is its canonical basis. The group Aut() operates on leaving and stable; the elements of Aut() that operate trivially on are those of Aut.
Bourbaki sets the proof directly after the statement, and the corpus does not separate them, so what is above is the statement and its proof together.