They way I understand is that humans simply use more than just a simple single neural network. Humans do more than just compare arrays of pixels to other arrays of pixels we&#x27;ve seen before. We have neurons that distinguish shapes, we have neurons that distinguish faces, we have neurons that distinguish textures, etc.<p>So for a human the question is more like: Does it have a shape like a Panda, does it have a face like a panda, does it have fur like a panda, and does it have coloring similar to a panda? Then it probably is a panda.<p>I also don&#x27;t believe all of these systems are trained neural networks, but rather some of them are evolved instincts, hardwired and (near) unchangeable during a lifetime. Perfected over millions of years.