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Equitable Ecosystem: A Two-Pronged Approach To Equity In Artificial Intelligence, Rangita De Silva De Alwis, Amani Carter, Govind Nagubandi
Equitable Ecosystem: A Two-Pronged Approach To Equity In Artificial Intelligence, Rangita De Silva De Alwis, Amani Carter, Govind Nagubandi
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Lawmakers, technologists, and thought leaders are facing a once-in-a-generation opportunity to build equity into the digital infrastructure that will power our lives; we argue for a two-pronged approach to seize that opportunity. Artificial Intelligence (AI) is poised to radically transform our world, but we are already seeing evidence that theoretical concerns about potential bias are now being borne out in the market. To change this trajectory and ensure that development teams are focused explicitly on creating equitable AI, we argue that we need to shift the flow of investment dollars. Venture Capital (VC) firms have an outsized impact in determining …
Bias In, Bias Out, Sandra G. Mayson
Bias In, Bias Out, Sandra G. Mayson
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Police, prosecutors, judges, and other criminal justice actors increasingly use algorithmic risk assessment to estimate the likelihood that a person will commit future crime. As many scholars have noted, these algorithms tend to have disparate racial impacts. In response, critics advocate three strategies of resistance: (1) the exclusion of input factors that correlate closely with race; (2) adjustments to algorithmic design to equalize predictions across racial lines; and (3) rejection of algorithmic methods altogether.
This Article’s central claim is that these strategies are at best superficial and at worst counterproductive because the source of racial inequality in risk assessment lies …
The Social Context Of Oncofertility, Dorothy E. Roberts
The Social Context Of Oncofertility, Dorothy E. Roberts
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A field known as oncofertility provides female cancer patients with a variety of ways to preserve their fertility so that they may bear genetically related children after successful cancer treatment. Some women delay cancer therapy so doctors can collect their eggs, which are then cryopreserved in an unfertilized state or used to create embryos through in vitro fertilization for freezing. An experimental procedure for preserving the fertility of prepubertal girls, known as ovarian tissue cryopreservation, involves surgically removing their ovarian tissue and growing the immature eggs to a mature state so they can be frozen and stored until the girls …
Collateral Consequences, Genetic Surveillance, And The New Biopolitics Of Race, Dorothy E. Roberts
Collateral Consequences, Genetic Surveillance, And The New Biopolitics Of Race, Dorothy E. Roberts
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This Article is part of a Howard Law Journal Symposium on “Collateral Consequences: Who Really Pays the Price for Criminal Justice?,” as well as my larger book project, Fatal Invention: How Science, Politics, and Big Business Re-create Race in the Twenty-First Century (The New Press, 2011). It considers state and federal government expansion of genetic surveillance as a collateral consequence of a criminal record in the context of a new biopolitics of race in America. Part I reviews the expansion of DNA data banking by states and the federal government, extending the collateral impact of a criminal record—in the form …
Preface To Fatal Invention: How Science, Politics, And Big Business Re-Create Race In The Twenty-First Century, Dorothy E. Roberts
Preface To Fatal Invention: How Science, Politics, And Big Business Re-Create Race In The Twenty-First Century, Dorothy E. Roberts
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Fatal Invention documents the emergence of a new biopolitics in the United States that relies on re-inventing race in biological terms using cutting-edge genomic science and biotechnologies. Some scientists are defining race as a biological category written in our genes, while the biotechnology and pharmaceutical industries convert the new racial science into race-based products, such as race-specific medicines, ancestry tests, and DNA forensics, that incorporate false assumptions of racial difference at the genetic level. The genetic understanding of race calls for technological responses to racial disparities while masking the continuing impact of racism in a supposedly post-racial society. Instead, I …