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AI Memory Is Becoming Portable. Continuity Still Isn't.
Why exportability, importability, portability, and continuity are different layers—and why durable AI state should remain outside any one provider.
Official notes and external publications about the purpose, design, risks, and development of doll.
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Why exportability, importability, portability, and continuity are different layers—and why durable AI state should remain outside any one provider.
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What the new US AI cybersecurity clearinghouse suggests about infrastructure, user-owned state, and doll's local-complete, cloud-optional design.
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Why frontier AI access is becoming a matter of national policy, and why continuity, portability, and model replaceability may matter as much as performance.
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Why doll treats cloud models as replaceable performance extensions while keeping memory, identity, settings, data, and continuity under the user's control.
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A source-based look at how pre-release review, export controls, and government-selected early access are changing the continuity risks of relying on cloud AI.
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How ordinary restrictions on powerful AI agents may point toward a wider division based on which capabilities people and institutions are permitted to use.
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A translated conversation with GPT-5.5 Thinking about whether the conditions that made doll seem necessary are already beginning to emerge.
Published: · DEV Community
A follow-up on the limited return of Claude Mythos 5, GPT-5.6's restricted preview, and the new checkpoints appearing before frontier AI reaches the public.
Published: · DEV Community
An introduction to the motivation and basic idea behind doll.