"The AI recently provided very depressing stats about surving prostate cancer, which are no where near what they really are...."

Yes, generative AI just parrots what it finds online using a massive system of word association. It can be helpful when used with care and a big dose of healthy scepticism, but there's no actual reasoning behind it. Change one word and it might reverse its answer.