1) Safety must scale with capability

Stronger models require stronger testing, better threat modeling, and clearer release criteria.

2) Accountability is operational

Responsibility is not a slogan. It means evaluations, audits, guardrails, and rapid iteration after deployment.

3) Usefulness matters

AI systems should produce practical value for real users, not only benchmark performance.

4) Governance should evolve with the technology

Advanced AI affects economics, institutions, and security. Public policy, standards, and research collaboration need to keep pace.