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This Math SE post shows a counterexample to the claim pullback preserve adjunctions, but I don't understand the conceptual reason why it doesn't work in the first place.
A consequence of this is that the reindexing 2-functors of are, in fact, not 2-functorial.
So I wonder what fails and what conditions can restore this.
The reindexing along a functor is a 2-functor because of the 2-dimensional universal property of pullback. So it preserves adjunctions in . It need not preserve adjunctions outside .
Ha, right
I confused an adjunction with domain with an adjunction in , definitely not the same thing
The question remains, when can I pull back adjoints?
The pullback of a right adjoint functor between locally presentable categories, along another such functor, will also be right adjoint.
This follows from Bird's thesis Limits in 2-Categories of Locally Presentable Categories.
The pullback along a fibration preserves left adjoints, found in e.g. Hermida's thesis "Fibrations, logical predicates and indeterminates".