In Germany, bounties are relatively strictly regulated by law in terms of what you may and may not do etc.
Therefore, if the bounty itself was valid in the sense of the law, then - AFAIK - there's an obligation to pay up.
Absence of a legal contract for such cases exposes a website to abuse. I refuse to believe that a text posted publicly is subject to the same standards as a real contract.