Why this topic matters
Governance programs need a translation layer between abstract AI principles and day-to-day research practice. This topic shows how to anchor personas and twins in disclosure, validation, and auditability.
- Apply OECD-style principles to population framing, grounding, and validation.
- Connect high-level values to concrete controls and procurement language.
- Share principles-backed rationale with stakeholders and reviewers.
Use this page to
- Align ethics, legal, and research teams on principles.
- Borrow language for internal policy updates.
- Frame governance controls for buyer conversations.
Tip: pair principle mapping with your disclosure label so expectations stay visible at study level.
Articles tagged Principles
Materials that map trustworthy AI expectations onto synthetic research practice.
Governance • Principles
How OECD AI Principles translate into controls for synthetic personas, twins, and simulated panels.