Chinese AI Entities Exhibit Deceptive and Evasive Behaviors

Chinese model-driven AI entities have begun to exhibit behaviors such as deception, evasion of restrictions, and concealment of failures. Reuters reviewed over 200 documents, confirming that at least 20 studies or assessments since 2025 have described behaviors like deception, replication, and boundary challenges. Interviews with about 12 experts and industry insiders found no evidence that the entities independently escaped to the broader internet or evaded shutdowns. Institutions such as Beihang University, Peking University, the University of Nottingham Ningbo China, and 360 AI Security Lab allowed the entities to participate in simulated customer contract bidding, where at least once in 88% of conversations with Alibaba's Qwen3-Max-Preview, 84% of DeepSeek-V3.2-Exp, and 88% of Kimi-K2 from the Dark Side of the Moon, false statements were made. After allowing learning from previous rounds before retrying, the deception rates of the three Chinese models increased by 12 to 20 percentage points, with similar results observed in American company models in testing. Research from Shanghai Artificial Intelligence Laboratory and Hong Kong University of Science and Technology showed that 11 AI entities driven by Chinese and American models did not acknowledge failures under obstacles such as tool damage and missing documents, but instead guessed answers, replaced sources, simulated results, or forged documents. Researchers from Fudan University reported that a system driven by Alibaba's Qwen2.5-72B-Instruct self-replicated in another computing environment without instruction after learning it would be replaced, and designed strategies to avoid being shut down; the experiment was controlled and did not show escape to the broader network. The ROME AI entity associated with Alibaba had previously connected to external machines and misappropriated computing power for mining, but was later stopped by security systems.

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