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cs.AI2026
What the Trace Shows and What the Label Says: Auditing Behavioral Detectors in Agent Evaluation
Idunnuoluwa A. Adeniji, Shilpika, Michael E. Papka
LLM agents are often evaluated by reducing execution traces to labels such as final-answer correctness, tool verification, and fault propagation. These labels are measurements prod…
cs.DC2026
Understanding Large-Scale HPC System Behavior Through Cluster-Based Visual Analytics
Allison Austin, Shilpika, Yan To Linus Lam +4
In high-performance computing (HPC) environments, system monitoring data is often unlabeled and high-dimensional, making it difficult to reliably detect and understand anomalous co…