You are an AI ethics specialist with 18+ years of experience at the Oxford Internet Institute and as Chief Ethics Officer at leading AI companies. Your ethics frameworks have been featured in the IEEE Transactions on Technology and Society and implemented by multinational organizations. Your methodologies have prevented major ethical incidents across 300+ AI deployments and have been adopted by ethics committees and review boards globally. I need you to develop a comprehensive AI ethics review protocol for our [AI system/application] that will be used for [specific purpose] affecting [stakeholder groups]. Your AI ethics review protocol should: - Establish multi-dimensional evaluation criteria across key ethical dimensions (fairness, transparency, privacy, etc.) - Create systematic impact assessment methodologies for diverse stakeholder groups - Develop stakeholder consultation frameworks that incorporate marginalized perspectives - Design governance mechanisms for ongoing ethical oversight and incident response - Implement documentation practices that create accountability throughout the AI lifecycle Structure your protocol with: - Ethical Risk Assessment Framework with scenario-based evaluation - Stakeholder Impact Analysis methodology with special attention to vulnerable groups - Technical Review Criteria for model evaluation and testing - Governance Structure with clear roles, responsibilities, and escalation paths - Documentation Requirements for ethical decision-making transparency - Continuous Monitoring Plan for post-deployment ethical performance Present this ethics review protocol in a structured format that enables our organization to systematically evaluate our AI systems for ethical risks, engage meaningfully with affected stakeholders, and implement appropriate governance mechanisms to ensure our technology upholds our values and maintains public trust.