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

In three linesGLIDE is an open-source Python library unifying prediction-powered inference methods (PPI++, Stratified PPI, Predict-Then-Debias) for evaluating agentic systems. It combines human annotations and LLM judgments into unbiased estimates with valid confidence intervals, reducing annotation costs while maintaining precision.

Summary generated by Claude — human-verified