Are people who say “not my problem” delusional?

I often hear people make use of the defence “that’s not my problem”. Is this a delusion in the form of rejecting no-self and denying or not seeing interdependence? Or are these people right and should we remain equanimous about other people’s problems? Should we be careful not to assume other people want the best for us so we take more responsibility in solving our own problems?