Author

Zhixin Ma

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Preprint Aug 2026

RecGPT-Mobile-V2 Technical Report

RecGPT-Mobile-V2 is introduced, an end-to-end framework that treats intent quality and execution efficiency as coupled objectives within a staged design and helps retain decision-relevant evidence and allocate additional computation only when it is likely to improve the predicted Query.

Lingqin Zhang, Bin Zhang, Wei-Peng Huang et al. · 0 citations

Preprint Aug 2026

PILOT Technical Report

PILOT (Proactive Insight Learner for Online Tree-Experiments), an LLM-agent framework that organizes three roles within a constrained control loop where deterministic services enforce all safety, statistical, and permission boundaries, is presented.

Jiuning Lin, Ruiquan Lan, Xiaodong Zhu et al. · 0 citations