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Ethics & Safety
AI Model Governance

AI Model Governance

[eɪ aɪ ˈmɒdl ˈɡʌvənəns]
Ethics & Safety
Last updated: December 9, 2024

Definition

Framework for managing AI models throughout their lifecycle to ensure reliability, security, and compliance

Detailed Explanation

Comprehensive system for overseeing AI model development, deployment, and maintenance, including version control, access management, monitoring, and compliance with regulatory requirements.

Use Cases

Healthcare AI compliance tracking, Financial model risk management, Automated model validation pipelines

Related Terms

Impact on Employment

The effects of AI adoption on workforce dynamics and job markets.

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Existential Risk

The potential for advanced AI systems to pose a fundamental threat to human existence or civilization.

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Differential Privacy

A mathematical framework that quantifies and limits the amount of individual information revealed by statistical queries on a dataset.

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