AI will soon become impossible for humans to comprehend – the story of neural networks tells us why – The Conversation
There is a long-held pursuit of the unexplainable. The more opaque, the more authentic and advanced the system is thought to be. It is not just about the systems becoming more complex or the control of intellectual property limiting access (although these are part of it). It is instead to say that the ethos driving them has a particular and embedded interest in “unknowability”. The mystery is even coded into the very form and discourse of the neural network. They come with deeply piled layers – hence the phrase deep learning – and within those depths are the even more mysterious sounding “hidden layers”. The mysteries of these systems are deep below the surface.