Cloud-Native Evaluation-as-a-Service: A Microservices Architecture for Scalable AI Monitoring with Conformal Guarantees

arXiv 2607.21623•565ef56155fd7a0b91b93e5cee18259a93102ac6a414c63fea8f31ed40985277
AI-evaluationAI-safetyKubernetesMLOpsconformal-predictiondrift-detectionfairness-monitoringgenerative-modelsmachine-learningreinforcement-learningresearch-feedsynthetic-data

Paper metadata

arXiv ID
2607.21623
Version
Not specified by this published record
Category
Computer Science — Machine Learning (cs.LG)

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Evidence and limitations

Source ID
arxiv_cs_lg
Record identifier
565ef56155fd7a0b91b93e5cee18259a93102ac6a414c63fea8f31ed40985277
Enrichment time
2026-07-27T08:52:04Z
AI-assisted enrichment
Yes

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