Escaping from the Box Need to escape from closed box Need adaptive representations

Too many knowledge representation schemes in Artificial Intelligence, and in particular in machine learning, are a closed form of representation. One needs to be able to escape from this closed box, and this means one needs some form of adaptive representations.