The recent implosion of Mt. Gox is prompting calls for regulating bitcoin and other cryptocurrencies. While recreating the internet’s permissionless innovation environment may not be possible in a highly regulated sector as finance, regulators should consider creating a 'safe harbor' for small new entrants.