Why do some antipsychotics carry a warning about suicidal thoughts or actions?

One of my patients, a young man with bipolar I disorder, has recently become destabilized, once again, due to reducing his medication on his own. He has been depressed, anxious, and upset, in part due to family dynamics, and expressed passive suicidal ideation. I have been really struggling to convince the patient and his family…