2 papers
cs.AI2026
Closing the AI Trust Gap: The Case for Independent Certification for Trustworthy AI
Trisevgeni Papakonstantinou, Cansu Canca, Farah Nanji +14
Over the past decade, responsible AI (RAI) has produced a substantial body of practice for identifying and mitigating the risks AI poses in high-stakes settings. Yet this work has…
cs.CL2026
One Year Later...The Harms Persist, But So Do We!
Annika Marie Schoene, Cansu Canca, Gautham Vijay Kumar +1
General-purpose large language models (LLMs) are increasingly used for mental health-related conversations, yet safety guardrails remain inadequate and inconsistent across clinical…