specific method · filed under evaluation
Continuous monitoring
Tracks model performance over time using evaluation metrics and human review.
- source
- 1
- model
- 1
- labs adopt it
- 0
- strongest
- mentioned
How sources treat it
One count per evidence span, weakest treatment to strongest.
mentioned 1
Documented in
Evidence
1 span quoted from the sources, strongest treatment first.
It's encouraged to perform continuous monitoring (using evaluation metrics, human review)
mentionedother
Filed alongside
Other methods under evaluation :: human & real-world evaluation.
Blind side-by-side expert evaluationMulti-turn open-ended external red-teamingInternal engineering task evaluationA/B testing on real tasksAutomated red-teaming loopCyber range exercisesDangerous-capability uplift assessmentExternal expert review of safety evaluation methodologyHeld-out evaluationHuman evaluationPairwise comparison for Chinese writingPre-release safety evaluationReal-world codebase testingReal-world feedback refinementReward hacking mitigation in evaluationsSame-prompt comparative DevOps testingSystematic robustness-boundary characterizationWhite-collar enterprise task evaluation