AIBullisharXiv – CS AI · 7h ago6/10
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Industrializing Prediction-Powered Inference: The GLIDE Library for Reliable GenAI and Agentic Systems Evaluation
Researchers introduce GLIDE, an open-source Python library that standardizes prediction-powered inference (PPI) methods for evaluating AI systems and language models. The library combines human annotation with LLM evaluations to produce unbiased estimates with valid confidence intervals, potentially reducing annotation costs while maintaining accuracy.