AIBullisharXiv – CS AI · 8h ago6/10
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Plan First, Judge Later, Run Better: A DMAIC-Inspired Agentic System for Industrial Anomaly Detection
Researchers propose DMAIC-IAD, an LLM-based multi-agent system for industrial anomaly detection that combines structured planning with pre-trained judgment models. The system achieves 37.76% performance improvement over existing agentic baselines by standardizing heterogeneous data inputs and evaluating strategies without costly runtime execution.