Duties for datasets

• Main Author: SOH, Jerrold Tsin Howe
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Datasets; machine learning; tort law; Artificial Intelligence and Robotics; Science and Technology Law
• Online Access: https://ink.library.smu.edu.sg/sol_research/4443
• Institution: Singapore Management University

Machine learning (ML) systems are increasingly being deployed in contexts, such as law, medicine and finance, where system errors present serious and foreseeable risks. As ML system behaviour is largely determined by their training inputs, should dataset providers owe duties of care to victims? Usin...