What should I include in ethical deployment documentation?

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What should I include in ethical deployment documentation?

Asked on Oct 31, 2025

Answer

Ethical deployment documentation should include comprehensive details on how an AI system aligns with ethical guidelines, focusing on transparency, fairness, accountability, and safety. This documentation can be structured using frameworks like model cards or the NIST AI Risk Management Framework to ensure all necessary aspects are covered.

<!-- BEGIN COPY / PASTE -->Purpose and Scope: Clearly define the AI system's intended use and limitations.
Data Sources: Document data origins, collection methods, and preprocessing steps.
Fairness Assessment: Include fairness metrics and any bias mitigation strategies applied.
Transparency: Describe how the system's decisions can be explained or interpreted.
Safety and Risk Management: Outline safety measures, risk assessments, and mitigation plans.
Governance and Compliance: Detail adherence to legal, ethical, and organizational standards.
Monitoring and Feedback: Explain ongoing monitoring processes and how feedback is incorporated.
    <!-- END COPY / PASTE -->

Additional Comment:

Ensure documentation is accessible to stakeholders, including non-technical audiences.
Regularly update documentation to reflect changes in the AI system or its deployment context.
Use clear, jargon-free language to enhance understanding and trust.
Include contact information for responsible parties who can address ethical concerns.

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What should I include in ethical deployment documentation?

Asked on Oct 31, 2025

Answer

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