Memory, Consciousness and Large Language Model
Neurons and Cognition
2024-07-09 v2 Artificial Intelligence
Computation and Language
Abstract
With the development in cognitive science and Large Language Models (LLMs), increasing connections have come to light between these two distinct fields. Building upon these connections, we propose a conjecture suggesting the existence of a duality between LLMs and Tulving's theory of memory. We identify a potential correspondence between Tulving's synergistic ecphory model (SEM) of retrieval and the emergent abilities observed in LLMs, serving as supporting evidence for our conjecture. Furthermore, we speculate that consciousness may be considered a form of emergent ability based on this duality. We also discuss how other theories of consciousness intersect with our research.
Keywords
Cite
@article{arxiv.2401.02509,
title = {Memory, Consciousness and Large Language Model},
author = {Jitang Li and Jinzheng Li},
journal= {arXiv preprint arXiv:2401.02509},
year = {2024}
}