MOSS: A Production Framework for Monitoring and Diagnosing Semantic Failures in Search and Recommendation Systems.

arXiv:2610.26902v1 Announce Type: cross Abstract: Detecting semantic failures in production recommendation and search systems is hard: behavioral metrics lag by days, manual review does not scale, and most LLM evaluation frameworks are designed for offline, fi