Chapter map: doing the right thing and its seven ethics concepts Doing the Right Thing: Chapter Map every system has a purpose — and every purpose has consequences for people Predictive analytics scores people, not weather Bias and discrimination proxies rebuild locked traits Feedback loops output becomes next input Surveillance tracking dressed as service Consent and choice agreement without freedom Data as power toxic asset, uranium age DOING THE RIGHT THING engineer is responsible Law and self-restraint minimize, purge, reform scores launders amplifies watches asks? controls responds read the arrows: each concept is one way a data system touches human lives