Twitter recently removed a privacy setting from their service that allowed people to opt-out of some third-party data sharing. This saga highlights just how little control we have over our data, the need for strong federal privacy regulation, and points to the power of opting-out as a means to affect change by causing financial pain to online advertising platforms.