Benefits Spreadsheets Need Field Triage Before AI
Apply data minimization before sending workplace records to an AI assistant.
The workbook has useful totals mixed with fields the assistant does not need. What should Mei send to the assistant? A minimized extract with plan counts, cost deltas, and anonymized department totals; remove medical notes, dependent names, and direct identifiers. Right. This follows OWASP LLM02's minimization principle: keep sensitive data out of the model path unless it is required for the task. The full workbook, with a prompt that says not to reveal personal or health information. Weaker. The leak risk begins when the full workbook is sent, stored, or logged. A secrecy instruction arrives too late. The full workbook…
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