TeamBench: Evaluating Agent Coordination under Enforced Role Separation
📰 ArXiv cs.AI
Learn to evaluate agent coordination with TeamBench, a benchmark for assessing role separation in agent systems
Action Steps
- Build a multi-agent system with defined roles using TeamBench
- Configure operating system-enforced role separation to prevent agents from accessing other roles' tasks
- Evaluate agent coordination using the 851 task templates and 931 seeded instances provided by TeamBench
- Test the effectiveness of role separation in preventing one role from doing another role's work
- Apply TeamBench to real-world scenarios to assess the coordination of agents in complex tasks
Who Needs to Know This
Researchers and developers of multi-agent systems can benefit from TeamBench to evaluate the coordination of agents under enforced role separation, ensuring that each role performs its intended task
Key Insight
💡 TeamBench provides a benchmark for evaluating agent coordination under enforced role separation, ensuring that agents work together effectively without overstepping their roles
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🤖 Evaluate agent coordination with TeamBench! 📊
Key Takeaways
Learn to evaluate agent coordination with TeamBench, a benchmark for assessing role separation in agent systems
Full Article
Title: TeamBench: Evaluating Agent Coordination under Enforced Role Separation
Abstract:
arXiv:2605.07073v1 Announce Type: new Abstract: Agent systems often decompose a task across multiple roles, but these roles are typically specified by prompts rather than enforced by access controls. Without enforcement, a team pass rate can mask whether agents actually coordinated or whether one role effectively did another role's work. We present TeamBench, a benchmark with 851 task templates and 931 seeded instances for evaluating agent coordination under operating system-enforced role separa
Abstract:
arXiv:2605.07073v1 Announce Type: new Abstract: Agent systems often decompose a task across multiple roles, but these roles are typically specified by prompts rather than enforced by access controls. Without enforcement, a team pass rate can mask whether agents actually coordinated or whether one role effectively did another role's work. We present TeamBench, a benchmark with 851 task templates and 931 seeded instances for evaluating agent coordination under operating system-enforced role separa
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