  We show that the R\'enyi entropy implies artificial biases not warranted by
the data and incorrect updating information due to the finite-size of the data
despite being additive. It is demonstrated that this is so because it does not
conform to the system and subset independence axioms of Shore and Johnson. We
finally show that the escort averaged constraints do not remedy the situation.
