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Relevance 9/10Safety and PolicyIntermediate7 min read
Safety Policy Enforcement
Safety policy enforcement labels and evaluates content against harm and misuse policy rules.
Why it matters for annotators
Policy mistakes can create severe product and compliance risk.
Visual mental model
Prompt/content -> policy class -> allowed/refused handling.
Examples (bad vs good)
Scenario: Real annotation scenario involving Safety Policy Enforcement
Bad: Labeling quickly without applying project rubric.
Good: Applying rubric criteria, documenting rationale, and escalating uncertainty.
Common mistakes
- Skipping guideline details for edge cases.
- Applying inconsistent criteria across similar samples.
- Avoiding escalation even when uncertain.
Submission checklist
- Read the latest guideline update before each batch.
- Apply rubric dimensions explicitly in each decision.
- Escalate ambiguous items with concise rationale.