04:00
2026-08-20
machinebrief.com
artificial-intelligence
Beyond LLM-Based Reasoning: Lightweight GNNs for Agent Failure Attribution
Researchers introduced AFANet, a lightweight graph neural network framework that matches or outperforms large language model-based baselines in agent failure attribution for multi-agent systems, with โฆ