Chain of thought seems to be an extraction algorithm for information buried deeper. The models hold more information than they can immediately extract, but CoT

Chain of thought seems to be an extraction algorithm for information buried deeper. The models hold more information than they can immediately extract, but CoT can find a key to look it up or synthesise by applying some learned generalisations.