The document summarizes new features in Rails 3.1 beta, including asset handling changes where JavaScript and CSS files are now placed in app/assets, identity maps to improve performance of object loading, simpler database migrations that use a single change method, and improved test output formatting. It also discusses installing Rails 3.1 in a isolated gemset and using Sass and CoffeeScript as default asset compilers.