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AI-generated exploratory data analysis can look correct while hiding errors. Six failure modes include late type conversions, mean-only summaries, premature row drops, undocumented subset filters, causal language in narratives, and false confidence from clean-looking checks. Jason Lau of SophiArch details these patterns.
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