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Amal — LessWrong

Amal

Amal

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Independent researcher exploring AI systems architecture and governance.

Currently working on ADSI (Artificially Distributed System Intelligence), a framework for separating persistent identity/memory from centralized model providers.

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12d

Amal

Independent researcher exploring AI systems architecture and governance.

Currently working on ADSI (Artificially Distributed System Intelligence), a framework for separating persistent identity/memory from centralized model providers.

Architectural Separation of Memory and Capability in AI Systems

Modern AI systems increasingly combine reasoning, memory, personalization, and identity within centralized infrastructures operated by model providers. The same entity that performs inference often also controls persistent user context and long-term behavioral data. This creates a structural governance issue. The system generating outputs also owns the memory that shapes future...

What Happens if AI Models Are Forced to Be Stateless?

Modern AI systems increasingly combine reasoning, memory, personalization, and identity within the same centralized infrastructure. The model provider effectively becomes the entity that both performs reasoning and owns persistent user context. This creates a structural governance issue: the system that generates outputs also controls long-term identity and memory. Many current...