Recommendations for Government Development and Use of Advanced Automated Systems to Make Decisions about Individuals

التفاصيل البيبلوغرافية
العنوان: Recommendations for Government Development and Use of Advanced Automated Systems to Make Decisions about Individuals
المؤلفون: Landau, Susan, Dempsey, James X., Kamar, Ece, Bellovin, Steven M.
سنة النشر: 2024
المجموعة: Computer Science
مصطلحات موضوعية: Computer Science - Computers and Society, Computer Science - Artificial Intelligence, K.4, K.5, I.2
الوصف: Contestability -- the ability to effectively challenge a decision -- is critical to the implementation of fairness. In the context of governmental decision making about individuals, contestability is often constitutionally required as an element of due process; specific procedures may be required by state or federal law relevant to a particular program. In addition, contestability can be a valuable way to discover systemic errors, contributing to ongoing assessments and system improvement. On January 24-25, 2024, with support from the National Science Foundation and the William and Flora Hewlett Foundation, we convened a diverse group of government officials, representatives of leading technology companies, technology and policy experts from academia and the non-profit sector, advocates, and stakeholders for a workshop on advanced automated decision making, contestability, and the law. Informed by the workshop's rich and wide-ranging discussion, we offer these recommendations. A full report summarizing the discussion is in preparation.
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/2403.01649
رقم الأكسشن: edsarx.2403.01649
قاعدة البيانات: arXiv