AINeutralarXiv – CS AI · 6h ago6/10
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What Happens Inside Agent Memory? Circuit Analysis from Emergence to Diagnosis
Researchers analyzed internal mechanisms of LLM-based agent memory systems across the Qwen model family, discovering that routing circuits activate before content extraction circuits—a critical gap in small models. They developed an unsupervised diagnostic tool achieving 76.2% accuracy in identifying where silent memory failures occur, providing practical insights for improving agent reliability.