The document discusses new features in Java SE 7 including the Fork/Join framework for parallel programming, language evolutions through Project Coin such as try-with-resources statements, and diamond syntax for generic types which simplifies generic class instance creation. It also covers varargs syntax simplification and restrictions on using diamond syntax with anonymous inner classes.