Why ChatGPT will silently lie about your bank statement (and how to catch it)

Every few weeks someone posts a victory-lap screenshot - "uploaded my bank statement to ChatGPT, got a clean spreadsheet back in 30 seconds." The spreadsheet looks pristine. Every date is formatted consistently, every merchant name is title-cased, every amount has two decimal places. The poster is