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cs.AI2026
SLS-Bench: A Benchmark for Incident Log Summarization with Synthetic Observability Data
Valerii Iakovlev, Markus Spanring, Martin Flechl
As IT systems grow in complexity, automated agent-driven incident response becomes increasingly critical. A key capability for these agents is summarizing large log streams into hu…
cs.AI2026
Navigating the Sea of LLM Evaluation: Investigating Bias in Toxicity Benchmarks
Regina Gugg, Selina Niederländer, Andreas Stöckl +1
The rapid adoption of LLMs in both research and industry highlights the challenges of deploying them safely and reveals a gap in the systematic evaluation of toxicity benchmarks. A…