Author

Li Zhang

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Preprint Aug 2026

Long-Horizon Agent Trajectory Attribution: A Unified Benchmark and Fine-Grained Annotation Framework

A reusable annotation skill is released that enables trajectories generated by new agent models to be standardized, annotated, and evaluated under the same framework for trajectory attribution.

Jing Chen, Yang Sun, Li Zhang et al. · 4 citations · ⚡1

#artificial intelligence Preprint Sep 2026

When the Agent Becomes the Kernel: A Systematization of Security on the Path to AI-Native Operating Systems

It is argued that this gap leaves an irreducible residual of undetected attacks wherever inputs and actions are not restricted in advance to an enumerated set, and systematize defenses across runtime monitoring, architectural separation, and authorization.

Li Zhang, Yang Sun, Jie Shi · 0 citations