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Published in

Echoes of Expression
Knowledge Augmentation in AI: RAG and CAG for Epistemological Reliability
Buhayang, Jameson C.
Recommended Citation:
Buhayang, J. C. (2025). Knowledge Augmentation in AI: RAG and CAG for Epistemological Reliability. In Echoes of Expression (Vol. 1, Number 8, pp. 140–141). Lakbay-Diwa Publishing. https://doi.org/10.5281/zenodo.18108082
Author(s)
Buhayang, Jameson C.
Description
The exponential growth of large language models (LLMs) has concurrently exposed their primary limitation: the potential for hallucination and an inherent lack of factual traceability.
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