Evidence, Assertion, or Hope?
Distinguish evidence-based AI guardrail assurance from assertions and hopes.
Sort each readiness-review statement by assurance strength. Evidence Assertion Hope Eval results show 47 of 50 injection tests blocked, with the three misses triaged and retested The vendor says their model is enterprise-grade and safe for regulated teams Users will probably avoid entering confidential information after training Access-control test confirms users cannot retrieve documents outside their group permissions The product manager believes the refusal behavior is strong enough for launch If the model makes a mistake, someone will notice before it matters Dashboard trend shows reviewer override rate stayed under threshold for four weeks The system prompt says the assistant…
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