What's the story behind the expression 'I'm Switzerland' that one uses when asked to pick between two sides?

Where did that originate?
And how is the expression perceived/taken by those who belong in the countries involved? Is it like a safe expression to use without hurting anyone? A joke maybe? Or was it meant to be offensive?