In your second example you have a variable L. At first L refers to None. You repoint it to a new empty list on each invocation, then mutate that new list. Remember L = [] is the same as L = list()
In your first example, however, L is set to the new list once at function declaration. L isn't reset to [] on each invocation of the function. So you are always mutating the same list.
