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papersTODAY 04:00 UTC

CoArena: Real-Time Benchmark for Computer-Use and Multi-Agent Systems

A new arXiv paper introduces CoArena, a benchmark that evaluates computer-use and multi-agent systems continuously rather than against a fixed task set. The authors argue static benchmarks age, leak into training data, and stop reflecting real capability. CoArena instead refreshes its tasks in real time to keep evaluation meaningful.

arXivCoArenaai-benchmarkscomputer-usedata-contaminationmulti-agent-systems

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