this post was submitted on 21 Nov 2023
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Do Large Language Models learn world models or just surface statistics? (Jan 2023)
Actually, Othello-GPT Has A Linear Emergent World Representation (Mar 2023)
Eight Things to Know about Large Language Models (April 2023)
Playing chess with large language models (Aug 2023)
Language Models Represent Space and Time (Oct 2023)
The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets (Oct 2023)
The first two and last two are entirely focused on the linear representations, the studies cited in point three of the third link have additional information along those lines, and the fourth link is just a fun read.