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…