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#artificial intelligence Review Sep 2026

KUPAS MASTER: Distilling the Tacit Expertise of Master Practitioners into Agent-Ready Experience Corpora

KUPAS MASTER, an experience engineering platform built around nine-layer cognitive corpus construction, turns heterogeneous work records and practitioner interviews into traceable, reusable experience corpora for agents, and provides a practical path from individual tacit experience to organizational knowledge and agen...

Chang-Mian Wang, Yu-Chao Ma, Xu-Chao Lu et al. · 0 citations
Open access Sep 2026

Fertilizer placement modulates the effects of soil metabolite formulations on nutrient status, phenylpropanoid–flavonoid metabolism, and sensory quality in flue-cured tobacco

Background The quality of flue-cured tobacco depends on nutrient acquisition, carbon–nitrogen allocation, and quality-related secondary metabolism, particularly phenylpropanoid and flavonoid pathways. However, whether fertilizer placement and exogenous soil metabolite formulations can jointly improve leaf nutritional p...

Xu Wei, Hong-Xun Li, Long-Chang C. Wang et al. · 0 citations

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