Postcolonial Jibber Jabber

Well known post-colonial Antisemite, Gilad Atzmon, asks the following question:

 Or more anecdotally, am I, a person who happens to be wrapped in pale skin and is also attached to a white phallic organ, do I bear responsibility for centuries of European genocides? Would my responsibility lessen once I decide to chop my male organ off? 

Correct answer is No, but we will all be happy if you attempt the experiment.