Walk the Data Sensitivity Path
Choose model deployment controls based on data sensitivity, use context, and residual risk.
Sensitive workflow Support wants an open model to summarize escalation notes. Some notes include account IDs, contract terms, employee names, and health-related context. The model may be local, but prompts, outputs, logs, and reviewers still create privacy and security exposure. NIST AI RMF Map the context before choosing controls The risk is not just the model. It is the data, use context, affected people, logs, access, and consequence of bad output. Shortcut Self-host and assume privacy is solved. Controls that match the actual risk. Risk controls should follow the data path and decision consequence. 01 Data 02 Consequence 03 Boundary…
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