Research IdeaNov 28, 2025
MetaCog-RAG: Metacognitive Memory Networks for Reliable Healthcare Assistants
A novel framework combining metacognitive assessment capabilities with retrieval-augmented generation (RAG) for creating more reliable healthcare AI assistants. The system continuously evaluates its own knowledge limitations and uncertainty while building an evolving knowledge graph of medical information, enabling more trustworthy clinical decision support.
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