algorithms and responsibility

One of my fairly regular subthemes here is the increasing power of algorithms over our daily lives and what Ted Striphas has called “the black box of algorithmic culture”. So I am naturally interested in this interview with Cynthia Dwork on algorithms and bias — more specifically, on the widespread, erroneous, and quite poisonous notion that if decisions are being made by algorithms they can’t be biased. (See also theses 54 through 56 here.)