Python 3.10 includes several new features including structural pattern matching for clearer code, parenthesized context managers for grouping file opens, optional length checking for zip, and more precise line numbers for debugging tools. It also adds shorthand syntax for union types and new capabilities for type annotations through ParamSpec and TypeAlias.