AI RESEARCH
The Importance of Out-of-Band Metadata for Safe Autonomous Agents: The Redpanda Agentic Data Plane
arXiv CS.AI
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ArXi:2605.29082v1 Announce Type: new AI agents are increasingly expected to operate as digital employees: accessing enterprise data, making decisions, and taking actions autonomously. But agents are simultaneously less predictable than humans -- prone to hallucination, misinterpretation, and adversarial manipulation -- and technically capable: with deep system knowledge and high-throughput interfaces cascading damage at machine speed.