I found Creation on a bookstore bargain table and was really impressed by what Steve has accomplished and how he describes it. He’s rather down on the essentially failed traditional AI top-down approach of building isolated, specialized, and fragile programs to do things like play chess. His approach is bottom-up. Here’s a good summary from the book (chapter 8, page 119):
This is the way organisms work. There is no architect, and no master controller telling the system what to do. There are just vast numbers of small independent entities that respond to signals as and when it suits them, and emit new signals whose destination they do not know. Top-down control leads to complexity explosions, because something somewhere has to be in charge of the whole system, and how much this master controller needs to know increases exponentially with the number of components in the system. Living systems are bottom-up: no part knows or cares what its role is in the whole, but the whole still emerges from the cacophony of these zillions of mindless loops of cause and effect.Steve does more than talk about this approach – the creatures in the Creatures game live by this approach and sport neural network brains that learn from their environment, immune systems, and their own genetic code. I just bought Creatures Exodus (essentially a repackaged Creatures 3), and though I doubt I will have time to explore it in much depth, I felt compelled to have a first-hand look at what can be done with this bottom-up approach. Because as Steve says in the book (page 8):
…if you’ll forgive the staggering lack of modesty this implies, Creatures was probably the closest thing there has been to a new form of life on this planet in four billion years.I also bought his 2003 book, Growing Up With Lucy, which describes his attempt to build a robot that simulates a baby orangutan. This project seems to be on hold now for lack of funding (lots of great stuff on his web site on this and other subjects – click the buttons for Projects and Backgrounders). I guess I’m a Steve Grand fan now (in company with Richard Dawkins among many others), and although I don’t plan to build a shrine and worship him, he’s definitely got my vote in the next god elections.