The LLM Should Never Do the Math

The article highlights the importance of caution when using language models (LLMs) for financial calculations, emphasizing that CFOs should not rely on numbers generated by these models. It explains that any dollar figure computed by an LLM is essentially a guess, not a verified fact, due to inherent design limitations. This insight is crucial because financial decisions heavily depend on precise, reliable data. The article introduces a new tool, databricks-cost-leak-hunter, designed to address this issue in data management, stressing the need for human oversight in financial data interpretation.