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A-Z Index

AI Governance Concepts Starting With M

Browse concept cards whose titles begin with M. This is useful when you want an alphabetical view of the library rather than browsing by governance topic or category.

21 concept cards4 related domainsOpen full concept library
Governance FoundationsStrategic Compliance & Governance Alignmentexpert

Maintaining Compliance While Adapting Governance

Maintaining Compliance While Adapting Governance refers to the ongoing process of ensuring that AI systems adhere to legal, ethical, and organizational standards while also evolvin...

Governance FoundationsMastery Integration & Governance Coherenceexpert

Maintaining Governance Integrity Over Time

Maintaining Governance Integrity Over Time refers to the continuous adherence to established AI governance frameworks and principles throughout the lifecycle of AI systems. This co...

Governance FoundationsGovernance Framework Designexpert

Mapping Risks to Framework Components

Mapping Risks to Framework Components involves identifying and categorizing potential risks associated with AI systems and aligning them with specific components of an AI governanc...

Governance FoundationsAI Lifecycle Governanceintermediate

Mapping Use Cases to the AI Lifecycle

Mapping Use Cases to the AI Lifecycle involves aligning specific AI applications with the stages of the AI lifecycle, including data collection, model training, deployment, and mon...

Law & ComplianceCross-Border Data & Jurisdictionadvanced

Managing Data and Model Flows Across Regions

Managing Data and Model Flows Across Regions involves the governance of data and AI model transfers between different jurisdictions, ensuring compliance with local laws and regulat...

Law & ComplianceAI-Specific Regulationbeginner

Minimal-Risk AI Systems

Minimal-risk AI systems refer to AI technologies that pose a low level of risk to rights and safety, such as chatbots or spam filters. In AI governance, identifying and categorizin...

Risk & AssuranceAdvanced Risk Management & Toleranceexpert

Maintaining Risk Consistency Across Decisions

Maintaining Risk Consistency Across Decisions refers to the practice of ensuring that risk assessments and management strategies are uniformly applied across all AI-related decisio...

Risk & AssuranceAdvanced Risk Management & Toleranceexpert

Managing Risk Dependencies Across Domains

Managing Risk Dependencies Across Domains involves identifying and addressing interdependencies between various risk factors that can affect AI systems across different sectors or...

Risk & AssuranceBias Fairness & Model Riskadvanced

Model Risk Beyond Bias

Model Risk Beyond Bias refers to the potential for AI models to produce harmful outcomes not just due to biased data but also from inherent model design flaws, misalignment with ob...

Operational GovernanceAdvanced Governance Scenariosexpert

Making Trade-Offs with No Acceptable Option

Making Trade-Offs with No Acceptable Option refers to the decision-making process in AI governance where stakeholders must choose between multiple undesirable outcomes due to inher...

Operational GovernanceReal-World Governance Challengesexpert

Managing Governance Debt

Managing Governance Debt refers to the accumulation of unresolved governance issues, risks, and compliance gaps in AI systems over time. It is crucial in AI governance as it highli...

Operational GovernanceAdvanced Governance Scenariosadvanced

Managing Trade-Offs Across Multiple Risks

Managing trade-offs across multiple risks in AI governance involves balancing various potential harms and benefits associated with AI systems. This concept is crucial as it enables...

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