Principles

• Beneficence and harm minimization in design and deployment.
• Human dignity, privacy, and fairness are non‑negotiable constraints.
• Transparency commensurate with security and legal obligations.

Oversight

All projects undergo pre‑registration, REDUB review, and dual‑use risk assessment. Periodic audits verify compliance.