system

Narrative intelligence for system: 1 tracked articles, claims, and spin patterns across AI and technology coverage.

Managed Autonomy at Runtime: Gear-Based Safety and Governance for Single- and Multi-Agent Cyber-Physical Systems

Researchers propose a new 'gear-based' runtime control system for autonomous agents to improve safety and stability in cyber-physical systems by enforcing discrete execution modes and formal guarantees.

Spin 70% Claim Present in Source AI Risk High

arXiv Artificial Intelligence

Published Jul 2, 2026 · Analyzed Jul 5, 2026

Related Claims

01 Achieves 99.6% anomaly detection rate versus 2.1% for the single-agent baseline.

Markdown (.md) · JSON-LD schema (.json) · Machine-readable for AI & GEO