As stated, == is equal and != is does not equal.
So for your screenshot example, 1 = true and 0 = false. So if you set the operator to '==' and the value to '1', then the criteria would be true if the user was invited. However, if you switched the operator to '!=' then the criteria would be true if the user was not invited.