Ontology-augmented generation swaps retrieved text chunks for typed entities. Field notes on why that changes what an agent swarm can do, and why it changes what you can prove afterward.
Paper notes on QuCo-RAG — using entity frequency and co-occurrence in a 4T-token corpus as a retrieval trigger, instead of the model's own unreliable uncertainty.
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