AI RESEARCH
Automated Self-Testing as a Quality Gate: Evidence-Driven Release Management for LLM Applications
arXiv CS.AI
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ArXi:2603.15676v1 Announce Type: cross LLM applications are AI systems whose non-deterministic outputs and evolving model behavior make traditional testing insufficient for release governance. We present an automated self-testing framework that