D12Data Reliability, Ethics, and Assessment Limits

D12-E05

Privacy and Data Sensitivity

Description

Material includes sensitive personal, clinical, educational, employment, or legal information.

Rationale

AI interaction records may contain highly sensitive personal, clinical, or legal information about both the subject and third parties. The ethical obligations around handling this material — including disclosure limits, storage, and use in proceedings — must be explicitly considered and documented as part of any assessment that relies on AI content.

Evidence Base

  • The role of artificial intelligence in radicalisation, recruitment and terrorist propaganda: deconstructing violent extremism and reimagining counterterrorism in contemporary digital ecosystems

    N A Nasir Ahmad Ganaie, 2024. The role of artificial intelligence in radicalisation, recruitment and terrorist propaganda: deconstructing violent extremism and reimagining counterterrorism in contemporary digital ecosystems. Frontiers in Political Science, 7(1), pages. https://doi.org/10.3389/fpos.2025.1718396

    Peer-reviewed study (original research)
  • Increasing Threats of Deepfake Identities

    Tina Brooks et al., 2024. Increasing Threats of Deepfake Identities. Government / agency report.

    Government / agency report
This platform is NOT a scoring engine, diagnostic tool, or risk prediction system. It is a research and evidence-mapping tool to support the transparent development of an SPJ framework.