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Prajjwal Gupta

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#artificial intelligence Conference Open access Jun 2026

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

Litmus is a zero-label system that designs evaluation and monitoring metrics for AI pipelines by eliciting evaluation intent from source code and targeted interrogation, and results support a shift from automatic metric implementation to automatic metric specification.

Prajjwal Gupta, Prasang Gupta, Vishal Bhutani et al. · 0 citations

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