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cs.LG2026

Learning to Detect Shifts in Unstructured Data Streams via Monitoring-by-Betting

Siyu Zhou, Jialin Ouyang, Fan Xia +8

Continuous monitoring of generative AI systems requires detecting distribution shifts in the unstructured data they ingest and generate. Existing monitoring methods typically contr…