Eh, I wouldn't call it an issue with Bayesian math itself. Just... it's an issue with reality.

At least with bayesian math you can make your priors explicit, so we the reader at least have the possibility of disagreeing with it.

If you really had no idea you can say it's 50/50 chance and plug the numbers.