Consider the Penrose Diagram of Collapsing Gravitational matter :
Any radial light ray (say P) originating from $\mathscr{I}^{-}$ is bound to end up in the Black Hole. The causal past of $i^{+}$ implies that anything in that region can (and not must) influence it. But even though P lies in the causal past of $i^{+}$ it cannot influence $i^{+}$ since it fell into the Black Hole.
Why is that so?
Is this analogous to the BH Information Paradox? I thought that the paradox was only there when considering quantum effects i.e. evaporation of Black Hole.
Edit - A little clarification
The paradox is only one part of the question. The main thing is to understand that why things which can, in principle, causally affect others things are unable to do so.
(How do I connect it with the Information Paradox? :) Does this not mean that some kind of information is not able to reach regions which it should? It is getting lost in the BH and in that way it appears a bit like the Information Paradox. That's why the question is framed as another form of Black Hole Information Paradox.