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

Large language model agents are now privileged principals that take consequential actions: editing code repositories, operating inboxes, completing purchases. Their authority is kernel-grade, but it comes without what classical systems security requires: a trusted mediator interposed on every access. Operating-system v...

Li Zhang, Yang Sun, Jie Shi · 0 citations