Conf-Gen: Conformal Uncertainty Quantification for Generative Models

In three linesConf-Gen adapts conformal prediction (CP) and conformal risk control (CRC) to generative models (LLMs, image generators, AI agents). The framework provides formal uncertainty guarantees for unsupervised tasks, extending conformal methodology to new domains.

Summary generated by Claude — human-verified