AINeutralarXiv – CS AI · 9h ago6/10
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SentinelBench: A Benchmark for Long-Running Monitoring Agents
Researchers introduce SentinelBench, an open-source benchmark designed to evaluate AI agents performing long-running monitoring tasks across 10 synthetic web environments. The benchmark addresses a critical gap in agent evaluation by measuring task completion, reaction time, and resource efficiency—metrics that reveal how well agents balance responsiveness with cost-effectiveness in time-evolving scenarios.