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A UNIFIED DECISION-TO-ACTION GOVERNANCE ARCHITECTURE FOR PRODUCTION AI SYSTEMS

ANNA FRANCESCA MONREALE et al.
Zenodo (CERN) · Papers · License: CC BY 4.0
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ai-governancehuman-in-the-loopobservabilityuncertainty-quantification
Production AI systems increasingly turn analytical outputs into consequential operational actions, and in that setting model accuracy is no longer a sufficient basis for trust. Failures originate upstream and downstream of the model: in stale or low-quality inputs, in uncalibrat
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