3 papers
cs.CY2025
Ask What Your Country Can Do For You: Towards a Public Red Teaming Model
Wm. Matthew Kennedy, Cigdem Patlak, Jayraj Dave +10
AI systems have the potential to produce both benefits and harms, but without rigorous and ongoing adversarial evaluation, AI actors will struggle to assess the breadth and magnitu…
cs.IR2025
Cascade! Human in the loop shortcomings can increase the risk of failures in recommender systems
Wm. Matthew Kennedy, Nishanshi Shukla, Cigdem Patlak +5
Recommender systems are among the most commonly deployed systems today. Systems design approaches to AI-powered recommender systems have done well to urge recommender system develo…
cs.CY2024
Vernacularizing Taxonomies of Harm is Essential for Operationalizing Holistic AI Safety
Wm. Matthew Kennedy, Daniel Vargas Campos
Operationalizing AI ethics and safety principles and frameworks is essential to realizing the potential benefits and mitigating potential harms caused by AI systems. To that end, a…