Why does it need to be the average? It seems to me more like it models the manifold of human knowledge. However we often query for the average, because that is often good enough and gives us quick results, but there is nothing fundamentally preventing us from sending AI into the deep end of under-explored territory and perhaps coming back with something new. It is ultimately the exploration vs exploitation trade off.