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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Luísa Böhm

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Jul 2026

Hierarchical Group-Conditional Conformal Risk Control for Selective Prediction in Language Models

Hierarchical Group-Conditional CRC (Hierarchical Group-Conditional CRC), a post-hoc calibration framework enforcing simultaneous risk guarantees across all nodes of a user-defined group hierarchy, reaches an empirical 0% violation rate and WGER=0 on ARC Challenge for high-accuracy models.

Murilo Salem, Luísa Böhm, Daniel Pontes et al. · 1 citation

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