Well the most obvious reason is that the summary page would load faster. I clicked on a book summary and it took much longer to render than even a bloated web app usually takes.
73k summaries isn't that many. If your site gets any traction most of those summaries will be hit repeatedly and will have to generate anyway. Creating the summaries in advance would also allow you to test and verify the output, if you're interested in that.