Add AI Risk Atlas paper (Bagehorn et al., 2025) — risk taxonomy & gov…#14
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elizabethmdaly wants to merge 1 commit intoGiskard-AI:mainfrom
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Add AI Risk Atlas paper (Bagehorn et al., 2025) — risk taxonomy & gov…#14elizabethmdaly wants to merge 1 commit intoGiskard-AI:mainfrom
elizabethmdaly wants to merge 1 commit intoGiskard-AI:mainfrom
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…ernance tooling Adds the AI Risk Atlas paper, which introduces a structured taxonomy consolidating AI risks from multiple sources (NIST AI RMF, OWASP LLM Top 10, MIT AI Risk Repository, EU AI Act) and presents Risk Atlas Nexus / AI Atlas Nexus — open-source tooling that uses knowledge graphs for risk identification, prioritization, and compliance automation. The paper was published on arXiv (2503.05780) with 20 authors from IBM Research, and the system was demonstrated at AAAI 2025 and AAAI 2026. The associated tooling is listed in the OECD AI Catalogue and is part of the AI Alliance Trust & Safety initiative. Placed under General ML Testing as a cross-cutting governance/risk framework paper.
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…ernance tooling
Adds the AI Risk Atlas paper, which introduces a structured taxonomy consolidating AI risks from multiple sources (NIST AI RMF, OWASP LLM Top 10, MIT AI Risk Repository, EU AI Act) and presents Risk Atlas Nexus / AI Atlas Nexus — open-source tooling that uses knowledge graphs for risk identification, prioritization, and compliance automation.
The paper was published on arXiv (2503.05780) with 20 authors from IBM Research, and the system was demonstrated at AAAI 2025 and AAAI 2026. The associated tooling is listed in the OECD AI Catalogue and is part of the AI Alliance Trust & Safety initiative.
Placed under General ML Testing as a cross-cutting governance/risk framework paper.