Author

Le-Wen Yan

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Preprint Oct 2026

OwlSight: A Panoramic Monitor for Chain-of-Thought Reasoning

Chain-of-Thought (CoT) monitoring offers actionable evidence for oversight AI systems, with the potential to enable early detection and intervention. However, existing approaches are focused on specific tasks, whereas the regulation of AI, particularly reasoning models, requires monitoring a broader range of tasks. We...

Le-Wen Yan, Yan-Xu Zhu, Jie Zhang et al. · 0 citations

#artificial intelligence Preprint Oct 2026

DRYLAB-Bench: Benchmarking the Biosecurity Risk of Agentic LLM Mutation Design

As large language models (LLMs) acquire advanced biological design capabilities, they offer substantial research benefits but simultaneously introduce severe dual-use risks, such as engineering enhanced pathogens or drug-resistant bacteria. While biosecurity frameworks recognize these threats, the actual risk of LLMs e...

Yu-Zhen Wang, Chun-Xiao Li, Bai-Chen Le et al. · 0 citations