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cs.AI2026
Financial Fragility in Societies of LLM Agents: Coordination Failures and Stabilizing Mechanisms
Zhenhao Fu, Ruipeng Xu, Qibing Ren
Individually protective decisions can produce avoidable collective failures. As large language model (LLM) agents take on greater roles in financial decision-making, financial AI s…
cs.CR2026
Beyond Direct Access: Resource Hijacking in LLM Agents
Puyu Zeng, Qibing Ren, Mingang Chen +1
Large language model agents are increasingly connected to high-value resources, including external APIs, GPUs and servers, and workflows such as deployment and approval. Existing a…