2.1k citations · 3k across the 25 of their papers we have counts for
4 papers · 1 filter
Concrete Problems in AI Safety, Revisited
Inioluwa Deborah Raji, Roel Dobbe
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…
Who Audits the Auditors? Recommendations from a field scan of the algorithmic auditing ecosystem
Sasha Costanza-Chock, Emma Harvey, Inioluwa Deborah Raji +2
AI audits are an increasingly popular mechanism for algorithmic accountability; however, they remain poorly defined. Without a clear understanding of audit practices, let alone wid…
REFORMS: Reporting Standards for Machine Learning Based Science
Sayash Kapoor, Emily Cantrell, Kenny Peng +16
Machine learning (ML) methods are proliferating in scientific research. However, the adoption of these methods has been accompanied by failures of validity, reproducibility, and ge…
Organizational Governance of Emerging Technologies: AI Adoption in Healthcare
Jee Young Kim, William Boag, Freya Gulamali +13
Private and public sector structures and norms refine how emerging technology is used in practice. In healthcare, despite a proliferation of AI adoption, the organizational governa…