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scientific racism
the construction of race via the encoding of white supremacy in the definition of race and in discussions of the supposed nature of racial difference
ruha benjamin’s concept of the new jim code
describes the encoding of racial discrimination not in the law but rather within digital technological
jim crow (character)
racist minstrel character by which white performers wore blackface makeup to mock Black people. became the most prominent representations of African-American people in US popular culture
jim crow (legal)
a set of laws that responded to Black emancipation, citizenship, and enfranchisement (13,14,15 amendments). prevented equal access to private and public places
new jim crow
mass incarceration. there are stark racial disparities in mass incarceration that are historically and deliberately produced.
new jim code
the encoding of racial discrimination between digital tools. these discriminatory designs encode inequity by explicitly amplifying racial hierarchies and ignoring but thereby replicating social divisions
algorithm
a finite sequence of rigorous instructions, typically used to solve a class of specific problems or perform a computation
what can an algorithm do?
optimize, amplify, and distort
optimization
the values an algorithm is constructed to weigh in its decision tree
amplification
when certain results are favored by being more heavily weighed
distortion
the degree of discrepancy between some factors
whiteness
an ethnic identifier, a descriptor of skin tone, a legal category, a set of cultural ideas about beauty, behavior, and power. flexible over time
naturalization act of 1790
limited citizenship to “free White persons”
where do health information divides come from?
clinical date systems, measurement tools, algorithms, and medical knowledge production
biases become embedded in systems:
medical tools are built on assumptions which become standard practice, bias becomes infrastructure, affects real decisions and outcomes