Litmus: Zero-Label, Code-Driven Metric Specification for Evaluating AI Systems.

arXiv:2606.23403v2 Announce Type: replace Abstract: As agentic LLM systems move from prototypes to deployment, evaluating them has become more important and more difficult. Evaluation goals are often left implicit. Without a clear account of what a system is e