EVALUATIONADVANCED LLMOPS

Set Release Thresholds

Release thresholds translate evaluation scores into go/no-go criteria.

WHY IT MATTERS

Without thresholds, teams rationalize risky changes after seeing attractive improvements elsewhere.

ENTERPRISE EXAMPLE

A candidate must maintain 99.5% schema validity and 98% policy-grounding while improving task success.

OPERATING DECISION

Which metrics are hard floors versus optimization targets?

REMEMBERDefine failure before looking at candidate results.

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