I've just published a report titled A Case-Based Persistent Memory for a Large Language Model on arXiv. The report explores Case-based reasoning (CBR) as a methodology for problem-solving that can use any appropriate computational technique. This report argues that CBR researchers have somewhat overlooked recent developments in deep learning and large language models (LLMs). The underlying technical developments that have enabled the recent breakthroughs in AI have strong synergies with CBR and could be used to provide a persistent memory for LLMs to make progress towards Artificial General Intelligence.
https://doi.org/10.48550/arXiv.2310.08842
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