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I have little doubt that LLMs trained on human text also build world models. A lot of “emergent” behaviors of LLMs — for example, the fact that a model fine-tuned to follow English instructions can follow instructions written in other languages — seem very hard to explain unless we view them as understanding the world.
https://www.deeplearning.ai/the-batch/issue-209/
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