Author

Lin Kong

2 papers indexed here

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Open access Aug 2026

PlantAI: A Multi-Agent System for Plant Functional Genomics Analysis and Biological Knowledge Interpretation

PlantAI, a multi-agent system that integrates bioinformatics analysis, project-level process tracking and knowledge-assisted interpretation, provides an integrated and auditable framework to support plant functional genomics research.

Tingxun Wu, Zhuang Yang, Jin Shi et al. · bioRxiv · 0 citations

#artificial intelligence Preprint Sep 2026

Calibration is the Bottleneck: An Action-Class Diagnostic of Multi-Turn Tool-Calling

This work proposes an action-class-oriented diagnostic framework that decomposes multi-turn failures into two orthogonal modes: action-class miscalibration and action-execution failure.

Kangjia Zhao, Jia-Jun Li, Haozhan Shen et al. · 2 citations