When you have to train a network with a zillion images of a dumbbell (http://www.businessinsider.sg/googles-ai-can-teach-us-about-the-human-brain-2015-7/#.V1AWh

When you have to train a network with a zillion images of a dumbbell (http://www.businessinsider.sg/googles-ai-can-teach-us-about-the-human-brain-2015-7/#.V1AWhT9VK1E http://www.businessinsider.sg/googles-ai-can-teach-us-about-...) for it to recognise what a dumbbell is and then it still gets it wrong (adding arms!), then somethings fundamentally broken, in so much humans don't learn like that. DL is a huge step forward but it's not ever going to be any kind of AGI.