Risk Atlas Nexus: A System for Managing AI Risks

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Authors: Association for Artificial Intelligence 2026, Elizabeth M. Daly, Rahul Nair, Dhaval Salwala, Seshu Tirupathi, Inge Vejsbjerg
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Abstract

We present Risk Atlas Nexus, an open source system for governing AI risks. The system unifies several risk classification frameworks through a common ontology. Given an AI application use case (called an intent), the system estimates risks and associated mitigations that are linked to identified risks. The tool is designed to be incorporated in AI governance workflows where recommendations can be translated to business controls to cover risks arising from AI use in firms.

Fields of Study & Subjects

Ethics and Social Impacts of AI Artificial Intelligence Applications Safety Systems Engineering in Autonomy

Publication details

Journal / source
Underline Science Inc.
Publication date
7 January 2026
Language
EN