Neural Semantic Memory

The paradoxical nature of an AI LLM—being both stateless in conversation and rich in "unmuted" knowledge—is a key aspect of its design. 

While the model may not remember your name from one minute to the next, it retains a vast and intricate understanding of the world, ready to be articulated in response to your every query.

It succinctly captures a fundamental duality at the core of how Large Language Models (LLMs) function

Related neural semantic memory research paper is at https://pmc.ncbi.nlm.nih.gov/articles/PMC3350748/

In layman perspective, frog story semantic is coincides with 3 records but different contexts in our brain like Frog & Toad, Frog & Scorpion, Frog & Princess