The adoption of advanced data technologies is one of the defining characteristics of the connected world. From ML to AI, we are getting a smarter, more personal world. The dystopic view is that not only Big Brother but many parties can monitor, control and manipulate us. What are the implications for trust? The need for privacy enforcing technologies is now, not after the ghost is in the machine.