LLM releases need evidence that behavior remains acceptable before traffic moves.
EVALUATIONADVANCED LLMOPS
Design an Evaluation Strategy
Evaluation combines task-specific quality tests, safety checks, reliability tests and operational acceptance criteria.
A release must pass structured-output, grounding, task success, latency and safety thresholds.
Which failure dimensions would block release even if average quality improves?
REMEMBEREvals are production gates, not demo scores.
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