Quick Reference: Data Leakage Redaction and Escalation Deck
Recall a simple field-minimization and escalation model for AI-related data handling.
What is the minimum-necessary question before sharing data with an AI tool? What exact fields are required for this task? If you cannot name the field-level need, you probably have not minimized enough. Redact first vs never paste Different answer, different reason Do not confuse “this task is urgent” with “this tool is the right place for the raw data.” “I only need the model for five minutes.” Common shortcut logic A teammate is using urgency to justify broad sharing. Your line Time pressure changes how fast we respond, not how much unnecessary sensitive data we expose. Short-lived use can…
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