AINeutralarXiv – CS AI · 6h ago6/10
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Business Utility of Large Language Models as Exploratory Data Analysis Agents
Researchers evaluated Large Language Models as exploratory data analysis agents in business settings, finding that most configurations lack sufficient repeatability for autonomous deployment despite acceptable average performance. GPT-5.4 with extra-high reasoning emerged as the most reliable option, but the study introduces a 'Business utility' metric combining quality and consistency to assess operational trustworthiness rather than relying solely on average accuracy scores.
🧠 GPT-5