There is no such thing as "true probability" in Bayesian interpretation, it only exists in frequentist world.
Notice that it is possible to build a robot which flips a coin in such a way that it's always heads - sure you might need to build a different robot if the coin is "biased"(you probably mean its weight distribution is uneven) but it's still possible.