|LLM|HALLUCINATION| MEMORY|

Exploring How Memory Mechanisms Can Mitigate Hallucinations in Large Language Models

how to solve LLM hallucinations
image created by the author using AI

A hallucination is a fact, not an error; what is erroneous is a judgment based upon it. — Bertrand Russell

Large language models (LLMs) have shown remarkable performance, but are still plagued by hallucinations. Especially for sensitive applications this is no small problem, so several solutions have been studied. Nevertheless, the problem persists even though some mitigation strategies have helped reduce them.

Why hallucinations originate is still an open question, although there are some theories about what…



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