A novel approach for training LLM models that suppress hallucinations and possess memory capabilities (without using RAG)

JLouisBiz
Thu, 01 May 2025 06:03:11 +0000

learning model is organized much like the human brain

There is no consensus in the world that is going to say how is human brain exactly organized.

And there is no consensus so far to say that it is brain that thinks. The terms “mind” and “brain” are distinct.

Scientists say your “mind" isn’t confined to your brain, or even your body:

Quartz – 24 Dec 16

Scientists say your “mind” isn’t confined to your brain, or even your body

"Your thoughts, feelings, memories, attention, what you experience in this subjective world is part of mind.”

Quantum Physics is science, not so? You can’t take some authoritative answers from one science and exclude answers from other sciences. In general, there is on consensus on that.

In this architecture, a dedicated memory module—akin to the human hippocampus

There is much talk, but the point is that there is no proof that what you are trying to say is true. Is memory really in hippocampus? Is there evidence?

Your reasoning strategy is an attempt of grouping and helping make better LLM, but now as how you are proposing it, there is actually no way for computers alone to distinguish what is real and what is not.