The othello experiments, mentioned later in this thread, have started to change how I think about this topic.
Great example of why you shouldn't read too much into analogies like "bullshit generator" and "blurry JPEG of the web". The best way to predict the next move in a sequence of chess moves is… to build an internal model of chess rules and strategy, which Sydney seems to have done.