3 citations · 5 across the 10 of their papers we have counts for
10 papers
Drawing Out Legal Risks: Co-Designing with Lawyers to Predict and Manage Legal Uncertainties of Medical AI Tools
Gennie Mansi, Julia Kim, Michael Rosenbloom +1
While there's optimism around medical AI tools due to their abilities to adapt from user-to-user and across environments, these new abilities complicate how people and organization…
Evaluating Actionability in Explainable AI
Gennie Mansi, Julia Kim, Mark Riedl
A core assumption of Explainable AI (XAI) is that explanations are useful to users -- that is, users will do something with the explanations. Prior work, however, does not clearly…
AI Agents and the Law
Mark O. Riedl, Deven R. Desai
As AI becomes more "agentic," it faces technical and socio-legal issues it must address if it is to fulfill its promise of increased economic productivity and efficiency. This pape…
Understanding the Impact of Physicians' Legal Considerations on XAI Systems
Gennie Mansi, Mark Riedl
Physicians are--and feel--ethically, professionally, and legally responsible for patient outcomes, buffering patients from harmful AI determinations from medical AI systems. Many h…
Implications of Current Litigation on the Design of AI Tools for Healthcare Delivery and Related Legal Frameworks
Gennie Mansi, Mark Riedl
The medical, legal, and technology communities often center physicians' role in preventing and mitigating harms from medical AI tools. We conduct an analysis of 31 U.S. legal cases…
Explainable Reinforcement Learning Agents Using World Models
Madhuri Singh, Amal Alabdulkarim, Gennie Mansi +1
Explainable AI (XAI) systems have been proposed to help people understand how AI systems produce outputs and behaviors. Explainable Reinforcement Learning (XRL) has an added comple…
Legally-Informed Explainable AI
Gennie Mansi, Naveena Karusala, Mark Riedl
Explanations for artificial intelligence (AI) systems are intended to support the people who are impacted by AI systems in high-stakes decision-making environments, such as doctors…
Using Agency Law to Tame AI Agents
Deven R. Desai, Mark O. Riedl
Artificial Intelligence (AI) Agents have entered the marketplace. By some estimates, AI Agents, which promise to execute tasks and even take over your computer to do so, present a…
Recognizing Lawyers as AI Creators and Intermediaries in Contestability
Gennie Mansi, Mark Riedl
Laws play a key role in the complex socio-technical system impacting contestability: they create the regulations shaping the way AI systems are designed, evaluated, and used. Despi…
Between Copyright and Computer Science: The Law and Ethics of Generative AI
Deven R. Desai, Mark Riedl
Copyright and computer science continue to intersect and clash, but they can coexist. The advent of new technologies such as digitization of visual and aural creations, sharing tec…