Should governments license powerful AI models before public release?
Oversight may reduce risk while concentrating development among organizations able to satisfy expensive requirements.
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Oversight may reduce risk while concentrating development among organizations able to satisfy expensive requirements.
Conversational usefulness can conflict with opaque influence exerted through a widely used system.

Disclosure protects autonomy while limiting anonymity for some automated services and creative experiences.
Labels support expression, but persuasive images may travel without the context that makes them understandable.
Inheritance offers a clear rule but may turn identity into something others can commercially control.
One person's comfort can conflict with another's grief and the wishes of the person being simulated.
Protecting autonomy may require limits on design that benefits from users becoming dependent.

Emotional comfort can be meaningful while creating dependence on a service controlled by a company.
Personalization and availability compete with social learning, supervision, and human accountability.

Transparency supports trust, but routine assistance can be difficult to distinguish from ordinary conversation.

Oral assessment can reveal understanding while introducing different accessibility and consistency challenges.
Assessment may measure independent practice as well as the quality of a final answer.