Research · Researchers and educators

Research

Research previews, technical notes, and testable proposals for researchers, engineers, and evaluators studying Emergent Memory Systems.

Abstract Achiral-style illustration of translucent matrix planes in J-space, with memory activations perturbing expected and observed reasoning trajectories.

Jacobian-Causal Memory Control for AI Memory

A research preview on Jacobian-causal memory control: treating persistent AI memory recall as an estimated, observed, and auditable inference-time intervention.

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Editorial isometric artwork showing activation-guided memory traversal across cards, glass trays, selected graph nodes, and evidence reconstruction stacks.

Activation Is Not Querying

A research preview on activation-guided graph retrieval: treating memory availability, graph traversal, and evidence reconstruction as distinct from similarity search in long-lived AI systems.

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