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Large language models (LLMs) have the potential to revolutionize the world of finance and economics, much like sports analytics transformed basketball, baseball, and football. In a recent study, researchers at the University of Chicago, explored this potential by feeding OpenAI's GPT4, a powerful LLM, anonymized financial statements of 15,401 public corporations spanning 1968 to 2021. Their goal?

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