With speculation about QE3 increasing, and the ECB intervening in European bond markets, worries about the losses that central banks could incur on their holdings have resurfaced. But can losses grow sufficiently large for the central bank to go broke? As it turns out, central banks do not bankrupt easily, although big losses can be problematic nonetheless.