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Introduces Controlled Memory Interference (CMI), a diagnostic framework for studying how LLM agent memory evolves under different memory relationships, revealing that relationship-specific interference suppresses update plasticity and that interference-aware training improves valid update distinction.
A solo-built multi-agent cognitive architecture uses hyperbolic geometry on a Poincaré ball manifold, variational free energy for belief updating, and wave interference for memory retrieval, allowing personality to emerge from memory interactions rather than scripting.