AI-ETHICS5 MIN READ
Push back on the training-data shortcut
Coach a teammate toward a legitimate and risk-managed data reuse plan.
Iris I Engineering Lead 1 Separate goal 2 Minimize data 3 Test leakage Iris wants to fine-tune on all customer tickets by Friday. The shortcut could expose sensitive data and violate customer expectations. Legitimate reuse Keep the goal, narrow the data, and test the failure modes. AI risk management integrates controls into data and lifecycle decisions. Iris: "We own the tickets, so why not use all of them?" What do you say? Iris: "What data would you allow?" What is the strongest line?
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