All model modifications, dataset integrations, and parameter updates must undergo controlled, verifiable, and authenticated processes.
AI systems must be subject to regular audits, risk assessments, and external verification by independent entities.
AI systems must conform to established ethical frameworks recognized by scientific, governmental, or international institutions.