The naming is odd, because the syntax hasn't changed, only the semantics of some operators have changed.
An example of syntactic sugar is list comprehensions. It's a new syntax for expressions using map, filter, etc. It's "new" syntax for something that can be described in terms of the "old" syntax without altering the semantics.
Given the name, I was expecting some kind of macro system or hacks to the Python parser.