Introducing the AI Risk Navigator
A free, cross-dataset AI risk reference tool - linking academic risk catalogues, real-world incidents, and governance frameworks - could usefully support APS risk assessment and policy scoping work.
Key points
- MIT AIRI launches the AI Risk Navigator, a free interactive tool linking AI risk taxonomies, incidents, and governance documents.
- Policymakers and regulators are an explicit target audience; the tool is designed to support risk scoping before drafting policy.
- Governance data skews toward US sources, which limits direct applicability to Australian regulatory contexts.
Summary
MIT's AI Risk Initiative has released the AI Risk Navigator (airi-navigator.com), an interactive tool that unifies its previously siloed datasets - catalogued academic risks, real-world AI incidents, governance documents, and mitigation actions - under a shared 7-domain, 24-subdomain taxonomy. Users can select any risk subdomain and immediately see the academic risk landscape, documented incidents, and relevant governance frameworks side by side. The tool is explicitly designed for policymakers, regulators, risk evaluators, and researchers. A notable limitation acknowledged by the developers is that governance data skews toward US sources and may not accurately reflect global AI governance coverage.
Implications for Australian agencies
- Consider APS AI governance and risk practitioners could assess the AI Risk Navigator as a reference tool when scoping risk assessments, drafting policy, or benchmarking incident coverage against existing frameworks.
- Monitor Agencies may want to monitor future Navigator releases, which plan to integrate additional datasets and expand cross-dataset analysis - potentially improving coverage of non-US governance contexts.
Implications are AI-generated. Starting points, not advice.
"Introducing the AI Risk Navigator" Source: MIT AI Risk Repository – Blog Published: 21 April 2026 URL: https://airisk.mit.edu/blog/introducing-the-ai-risk-navigator MIT's AI Risk Initiative has released the AI Risk Navigator (airi-navigator.com), an interactive tool that unifies its previously siloed datasets - catalogued academic risks, real-world AI incidents, governance documents, and mitigation actions - under a shared 7-domain, 24-subdomain taxonomy. Users can select any risk subdomain and immediately see the academic risk landscape, documented incidents, and relevant governance frameworks side by side. The tool is explicitly designed for policymakers, regulators, risk evaluators, and researchers. A notable limitation acknowledged by the developers is that governance data skews toward US sources and may not accurately reflect global AI governance coverage. Implications for Australian agencies: - [Consider] APS AI governance and risk practitioners could assess the AI Risk Navigator as a reference tool when scoping risk assessments, drafting policy, or benchmarking incident coverage against existing frameworks. - [Monitor] Agencies may want to monitor future Navigator releases, which plan to integrate additional datasets and expand cross-dataset analysis - potentially improving coverage of non-US governance contexts. Retrieved from SIMS, 18 May 2026.