CONCEPT
The New Jim Code
Ruha Benjamin’s term for the employment of new technologies that reflect and reproduce existing inequities while being promoted as more objective or progressive than the discriminatory systems they replace—the mechanism by which automated systems perform moral laundering.
The New Jim Code names a recurring pattern in the deployment of technology against historically marginalized communities: the new system is faster, cheaper, and free—supposedly—of the human prejudices that everyone agrees are regrettable. The discrimination is the same. The packaging is new. And the packaging is the point.
Ruha Benjamin coined the term in deliberate echo of Michelle Alexander’s account of mass incarceration as the New Jim Crow, extending the argument that formal colorblindness reproduces racial caste through ostensibly neutral means into the domain of computation. The concept organizes into four dimensions: engineered inequity, default discrimination, coded exposure, and technological benevolence. Its deepest claim is that the most dangerous moment is not when a system is revealed as biased but when it is trusted as neutral, because trust removes scrutiny and scrutiny is the only mechanism by which the bias can be challenged.
Large language models represent the New Jim Code at its fullest development: trained on