A LEGAL FRAMEWORK FOR ARTIFICIAL INTELLIGENCE FAIRNESS REPORTING
نویسندگان
چکیده
Abstract Clear understanding of artificial intelligence (AI) usage risks and how they are being addressed is needed, which requires proper adequate corporate disclosure. We advance a legal framework for AI Fairness Reporting to companies can should adhere on comply-or-explain basis. analyse the sources unfairness arising from different aspects models disparities in performance machine learning systems. evaluate literature has sought address problem through use fairness metrics. then put forward nuanced viable comprising: (1) disclosure all usage; (2) metrics used ensuing trade-offs; (3) de-biasing methods used; (d) release datasets public inspection or third-party audit. apply this reporting two case studies.
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ژورنال
عنوان ژورنال: Cambridge Law Journal
سال: 2022
ISSN: ['0008-1973', '1469-2139']
DOI: https://doi.org/10.1017/s0008197322000460