The document summarizes new features in Test::Unit 2.0, including new assertion methods, ways to omit, pend, or notify tests, and improved setup/teardown functionality like multiple setups/teardowns and setup attributes. It also discusses priority mode for reducing test time, better diff output for failures, and colorized test output.