Industrializing Prediction-Powered Inference: The GLIDE Library for Reliable GenAI and Agentic Systems Evaluation

Gr\'egoire Martinon, Ibrahim Merad, Mohammed Raki

Jun 5, 2026 at 04:00

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arXiv:2605.31278v2 Announce Type: replace Abstract: Reliable evaluation of agentic systems requires unbiased estimates with valid uncertainty, but standard practice navigates between costly human annotation and biased LLM-as-judge proxies. Prediction-powered inference (PPI) combines both into debiased estimates with valid confidence intervals,...

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