Knowledge Capsules: Structured Nonparametric Memory Units for LLMs
arXiv:2604.20487v2 Announce Type: replace-cross
Abstract: Large language models (LLMs) encode knowledge in parametric weights, making it costly to update or extend without retraining. Retrieval-augmented generation (RAG) mitigates this limitation by a…