AI Model Risk
What is AI Model Risk?
The potential for adverse consequences arising from decisions based on AI models that are incorrect, misused, or produce unintended outcomes.
Frameworks that govern ai model risk
What the standards actually require on ai model risk
Requirements naming ai model risk across 6 standards, quoted from the control text.
AI risk management serves the organization's needs through an approach that is integrated, structured and comprehensive, looks at the whole system with every technology, function and effect on the environment and stakeholders, and accepts that AI can bring ris...
iso-iec-23894-2023::4 · Principles of AI risk management →Maintain the O-RAN threat model and risk management per O-RAN Alliance WG11 Security Threat Model and Risk Assessment specifications.
ORANWG11-1 · O-RAN Threat Model, Risk Management, and Security Architecture →Create and document (a) a risk management framework that addresses the specific characteristics and risks of AI systems; (b) organisation-level risk tolerance and criteria for acceptable and unacceptable risk in developing and deploying AI, including the signi...
australia-guidance-for-ai-adoption-2025::3.1.1 · 3.1.1 Create an AI risk management framework, risk criteria and assessment processes →The organization’s personnel and partners receive AI risk management training to enable them to perform their duties and responsibilities consistent with related policies, procedures, and agreements.
AIRMF-GV-2.2 · The organization's personnel and partners receive AI risk management training to enable them to perform their duties and responsibilities consistent with related policies, procedures, and agreements →Foster a positive risk culture in which open, proactive AI risk management is part of everyday practice, uncertainties and opportunities are discussed openly, staff are encouraged to raise concerns, and processes exist to escalate to the right accountable part...
australia-national-framework-for-the-assurance-of-ai-in-government-2024::8.3 · 8.3 Embed a positive risk culture →A developer/deployer has an affirmative defense if it discovers and cures a violation through internal testing/red-teaming and is otherwise in compliance with the latest NIST AI Risk Management Framework, ISO/IEC 42001, or another nationally/internationally re...
CO-AIA-1705 · Affirmative Defense and Recognised Frameworks →Questions people ask about ai model risk
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