What does it mean when they say someone is brain dead?

It means that no electrical activity is recorded on an electroencephalogram (EEG). We know that without electrical impulses in the brain it is impossible for a person to ever recover, so even if the rest of the body hasn't died yet (and it will soon) the person is said to be "brain dead."