Author

Cong Chen

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Jul 2026

Can Large Language Models Execute Parent Orders?

PACE (Plan-Ahead Controlled Execution), a hierarchical framework that decomposes parent-order execution into long-horizon planning and short-horizon execution, requiring neither explicit market assumptions nor task-specific training is proposed, suggesting that LLMs can complement human traders in execution decisions.

Zane Shen, Xinli Xu, Guangyi Zhang et al. · arXiv.org · 1 citation

Aug 2026

A proton-gated gold nanocluster platform for disrupting biofilm bioenergetics and suppressing virulence in bacterial infections.

This strategy demonstrates that targeting intracellular energy vulnerabilities can achieve antibacterial, antibacterial, antibiofilm, and antivirulence effects against persistent infections.

Jia Liu, Xiaolin Sun, Jing Zhou et al. · Biomaterials · 0 citations