"As we build collective intelligence applications, which are the heart of Web 2.0, we need to make sure that their inner workings remain open and transparent, or we may fall into the same trap that ended up bedeviling Wall Street in this past year, in which no one understood any longer just how the machine they’d built was going to perform, and the Golem was out of control."