This paper proposes to have a fresh look on the neural-symbolic distinction by focusing on the strengths and weaknesses of the two antagonistic approaches. We claim that in both worlds, the symbolic and the subsymbolic world, there is a tendency to embrace new methods borrowed from the respective other methodology. Whereas, this seems to be quite obvious from the neural perspective we focus on ...