PHP 7.1 is the current and supported version of PHP, which is twice as fast and more secure than older versions. It includes new features like scalar type declarations, exception handling improvements, and support for nullable types and void returns. Developers are advised to upgrade from older PHP versions like 5.4 and 5.5, which are no longer supported, noting changes in features, functions, and error handling between versions.