Concrete Problems in AI Safety, Revisited

Autor:	Raji, Inioluwa Deborah, Dobbe, Roel
Rok vydání:	2023
Předmět:	Computer Science - Computers and Society Computer Science - Artificial Intelligence
Druh dokumentu:	Working Paper
Popis:	As AI systems proliferate in society, the AI community is increasingly preoccupied with the concept of AI Safety, namely the prevention of failures due to accidents that arise from an unanticipated departure of a system's behavior from designer intent in AI deployment. We demonstrate through an analysis of real world cases of such incidents that although current vocabulary captures a range of the encountered issues of AI deployment, an expanded socio-technical framing will be required for a more complete understanding of how AI systems and implemented safety mechanisms fail and succeed in real life. Comment: Published at ICLR workshop on ML in the Real World, 2020
Databáze:	arXiv
Externí odkaz:	http://arxiv.org/abs/2401.10899 Zobrazit plný text záznamu View this record from Arxiv