16:49
2026-07-13
vishalvermalabs.com
ai-agents
Growth-Ratio Energy Functions as Leading Indicators of Agent Task Failure
Researchers at Dehurdle AI validated a physics-inspired framework for governing multi-agent AI systems, finding that growth-ratio normalized Lyapunov energy functions serve as leading indicators of ag…