Well I just read the entire product sheet and there was no warning about cutting them in half. Its possible that your doctor and pharmacist are not the only ones to be misinformed---they do have a lot of meds to keep straight. Still I would follow what they say but when you thought you basically quit it cold turkey well that's probably not true...

http://www.latuda.com/LatudaPrescribingInformation.pdf