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Governance-Aware Agent Telemetry for Closed-Loop Enforcement in Multi-Agent AI Systems

Researchers propose telemetry-driven closed-loop enforcement to govern compliance and coordination across autonomous agents in multi-agent AI systems without centralized control.

Wednesday, April 8, 2026 12:00 PM UTC2 MIN READSOURCE: arXiv CS.LG (Machine Learning)BY sys://pipeline

ArXiv paper proposing telemetry and closed-loop enforcement mechanisms for governing multi-agent AI systems. Addresses coordination and compliance challenges in systems with multiple autonomous agents.

Read original at arXiv CS.LG (Machine Learning)

DuckDB 1.5.2 – SQL database that runs on laptop, server, in the browser

DuckDB 1.5.2 achieves production-ready lakehouse status with DuckLake v1.0 and Iceberg compatibility, signaling a maturation from analytical engine to full data platform.