From Longman Dictionary of Contemporary EnglishI wouldn’t knowI wouldn’t knowused to say that you do not know the answer to something and that you are not the person who would know →know
Examples from the Corpus
I wouldn’t know• "When's he coming back?" "I wouldn't know."