Friday, June 19, 2026

You Do Not Need A Large Language Model (LLM) To Be 100% Accurate


Some people are sick of LLM hallucination. Most people think that LLM needs to be 100% accurate all time. But neither of these people use LLM correctly. 

LLM is just like any books or any websites or Wikipedia. No one should trust Wikipedia or even an encyclopedia100%. Anyone believes that any sources of information can be and should be 100% accurate is just unrealistic. 

You do not need LLM, large or small, to be completely accurate and you can still make great use of them. Here is an agentic AI design that can make use of any LLM with imperfect accurate. Yet your computer and your data will be almost completely protected. 



You Do Not Need A Large Language Model (LLM) To Be 100% Accurate

Some people are sick of LLM hallucination. Most people think that LLM needs to be 100% accurate all time. But neither of these people use LL...