What is the nature of intelligence of LLMs and the artificial intelligence (AI) systems built on them? The disagreements in the AI world on how to think about LLMs are starkly revealed in this diverse array of metaphors. Given our limited understanding of the impressive feats and unpredictable errors of these systems, it has been argued that “metaphors are all we have for the moment to circle that black box.”