Here’s a video going through all the chapters of this book. The first ten minutes give a very good explanation of its scope and goals in terms of how it tries to talk about these subjects. It’s a very non-technical book, it absolutely focuses on the ideas first and questions, perhaps even ones you’ve asked yourself, regarding neural networks’ nature.