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AI Governance Concepts Starting With T

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

12 concept cards4 related domainsOpen full concept library
Governance FoundationsAlgorithmic Accountability & Assuranceadvanced

Traceability Across the AI Lifecycle

Traceability across the AI lifecycle refers to the ability to track and document the development, deployment, and performance of AI systems throughout their entire lifecycle. This...

5 min readOpen
Governance FoundationsGovernance Principlesbeginner

Transparency as a Governance Principle

Transparency as a governance principle in AI refers to the clear communication of how AI systems operate, including their decision-making processes, data usage, and potential biase...

5 min readOpen
Governance FoundationsAI Fundamentalsbeginner

Types of AI Systems (Rule-Based ML Generative)

Rule-Based Machine Learning (ML) Generative systems are AI models that operate based on predefined rules and logic to generate outputs. These systems rely on explicit programming t...

5 min readOpen
Law & ComplianceCase Law & Precedentadvanced

Types of AI-Related Legal Cases

Types of AI-related legal cases encompass various legal disputes arising from the deployment and use of artificial intelligence technologies. These cases can involve issues such as...

5 min readOpen
Risk & AssuranceBias Fairness & Model Riskadvanced

Trade-Offs Between Fairness Accuracy and Utility

The trade-offs between fairness, accuracy, and utility in AI governance refer to the challenges of optimizing these three competing objectives when designing AI systems. Fairness a...

5 min readOpen
Risk & AssuranceData Governance & Managementbeginner

Training Data vs Operational Data

Training data refers to the dataset used to train an AI model, while operational data is the real-time data the model encounters during its deployment. In AI governance, distinguis...

5 min readOpen
Risk & AssuranceDocumentation & Record-Keepingbeginner

Types of AI Governance Documentation

Types of AI Governance Documentation refer to the various forms of records and guidelines that organizations create to manage AI systems effectively. This includes policies, proced...

5 min readOpen
Risk & AssuranceImpact Assessmentsintermediate

Types of Impact Assessments (DPIA AIA Hybrid)

Types of Impact Assessments, including Data Protection Impact Assessments (DPIA), Algorithmic Impact Assessments (AIA), and Hybrid assessments, are frameworks used to evaluate the...

5 min readOpen
Operational GovernanceTransparency & Communicationbeginner

Transparency Trade-offs (Clarity vs Complexity vs Risk)

Transparency trade-offs in AI governance refer to the balance between providing clear, understandable information about AI systems and the inherent complexity and risks associated...

5 min readOpen
Operational GovernanceTransparency & Communicationbeginner

Transparency vs Explainability (Conceptual Distinction)

Transparency in AI refers to the degree to which the processes and decisions of an AI system are open and accessible to stakeholders, while explainability pertains to the ability t...

5 min readOpen
Operational GovernanceEnforcement Oversight & Remediesadvanced

Triggers for Regulatory Intervention

Triggers for Regulatory Intervention refer to specific conditions or events that prompt regulatory bodies to take action against AI systems or their operators. These triggers are c...

5 min readOpen
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