Tutorial does not work with rspec3

Using rspec 3 causes the first run of rake to fail as it's unable to find the required rspec version (~2).

See also (first answere here)[https://stackoverflow.com/questions/25107583/rake-aborted-gemloaderror-could-not-find-rspec-x-but-did-find-y]. 
