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

arXiv:2610.17399v1 Announce Type: cross Abstract: Continuous monitoring of generative AI systems requires detecting distribution shifts in the unstructured data they ingest and generate. Existing monitoring methods typically control false alarms by requiring t