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2020 ILS Virtual Annual Meeting - Artificial Intelligence, Predictive Analytics, and Unlawful Discrimination [CC]
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2020 ILS Virtual Annual Meeting - Artificial Intelligence, Predictive Analytics, and Unlawful Discrimination [CC]
Data analytics software or services are often provided without disclosing the choice of input data sets, choice of training data, and the algorithm design used in analytics. If such profiling and exclusionary or discriminatory practices affect marginalized communities, then they elude the application of antidiscrimination laws because the data analytics use is generally undisclosed.
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Closed Captioned. Artificial intelligence is increasingly being used to extract data about individuals from social media and other sources, allowing it to be cross-correlated with other data sets and statistical inferences drawn about specific individuals. These predictive analytics include behavioral predictions which are of interest to a wide variety of organizations in evaluating the background of individuals for different reasons.
Predictive analytics companies market their software and services in making automated and purportedly more cost-effective and even-handed recommendations relating to an individual's health or financial condition, insurance coverage, employment or educational aptitudes, credit or other financial opportunities, access to government benefits, medical insurance reimbursement, or community policing and criminal justice decision-making, among other transactions. But such data analytics software/services are often provided without disclosing the choice of input data sets, choice of training data, and the algorithm design used in analytics. If such profiling and exclusionary or discriminatory practices affect marginalized communities, then they elude the application of antidiscrimination laws because the data analytics use is generally undisclosed. Proprietary models and algorithms also affect groups who fall outside of currently protected classes. A panel of compute scientists. academics, and attorneys will examine the concerning issues of this emerging use of AI.
Product Details
Panelists
Cathy O'Neil, David Shonka, Katherine B. Forrest, Mikhail Reider-Gordon, Robin L Nunn
Sponsors
Section of International Law
Product Code
IC2006INTW13OLC
Duration
90
Publication Date
6/2/2020 12:00:00 AM
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