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Research1 min read

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arXiv — cs.AI

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AgentPolicyForge: From Executable Environments to Policy Benchmarks and Adaptive Guards

arXiv:2610.28989v1 Announce Type: new Abstract: Customized agent deployments define policies over tools, resources, and execution conditions. Providing these policies in the task agent's prompt does not reliably prevent violations. Training a guard requires examples of tool…

arXiv — cs.AIBy: Chao Shang, Wanyu Du, Yi Zhang, Sandesh SwamyOctober 22, 2026 (3 hours ago)
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AI Summary & Key Takeaways

  • arXiv:2610.28989v1 Announce Type: new Abstract: Customized agent deployments define policies over tools, resources, and execution conditions
  • Providing these policies in the task agent's prompt does not reliably prevent violations
  • Training a guard requires examples of tool…
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AgentPolicyForge: From Executable Environments to Policy Benchmarks and Adaptive Guards

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