\system{} combines five gears with utility-gated dispatch for safety in autonomous agents, proving stability for single agents and providing distributed guarantees for multi-agent CPS, evaluated on UR5 robots.
Title resolution pending
2 Pith papers cite this work. Polarity classification is still indexing.
2
Pith papers citing it
fields
cs.AI 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
The Redpanda Agentic Data Plane uses out-of-band metadata channels to enforce data scoping, action constraints, and tamper-proof auditing on autonomous AI agents.
citing papers explorer
-
Managed Autonomy at Runtime: Gear-Based Safety and Governance for Single- and Multi-Agent Cyber-Physical Systems
\system{} combines five gears with utility-gated dispatch for safety in autonomous agents, proving stability for single agents and providing distributed guarantees for multi-agent CPS, evaluated on UR5 robots.
-
The Importance of Out-of-Band Metadata for Safe Autonomous Agents: The Redpanda Agentic Data Plane
The Redpanda Agentic Data Plane uses out-of-band metadata channels to enforce data scoping, action constraints, and tamper-proof auditing on autonomous AI agents.