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Frontier AI Is Becoming Infrastructure. Your Memory Should Not Live Inside It.
What the new US AI cybersecurity clearinghouse suggests about infrastructure, user-owned state, and doll's local-complete, cloud-optional design.
Official notes and external publications about the purpose, design, risks, and development of doll.
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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.