2 papers
cs.AI2026
Notation Matters: A Benchmark Study of Token-Optimized Formats in Agentic AI Systems
Lorenz Kutschka, Bernhard Geiger
Large language models in Agentic AI systems consume tool schemas and execution results and emit tool invocations as structured data. The default language for that exchange, JSON, w…
cs.LG2026
Information Plane Analysis of Binary Neural Networks
Maximilian Nothnagel, Bernhard C. Geiger
Information plane (IP) analysis has been suggested to study the training dynamics of deep neural networks through mutual information (MI) between inputs, representations, and targe…