Memory Architecture
Designing scalable short-term and long-term memory layers for multi-agent and multi-session systems.
Core Competencies
High-Fidelity Retrieval
Improving recall quality with semantic retrieval and policy-aware routing to reduce contextual drift.
Safety & Governance
Building lifecycle controls, sensitive-data boundaries, and auditability for enterprise deployment.
Research Directions
Memory Compression
Compressing context while preserving critical signals to lower inference cost and improve responsiveness.
Long-term Persona Memory
Maintaining preference stability and behavioral consistency across long-running interactions.
Tool-aware Memory
Connecting tool execution history with semantic memory to create traceable and verifiable task knowledge.
Contact
Email: siee@ccym.shop