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Author

Chen Zhang

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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
Jul 2026

SpatialCLI: Learning to Reason With Spatial Tools, Then Without Them

SpatialCLI is proposed, a framework that teaches VLMs to reason with spatial tools and progressively internalize the specialist perceptual capabilities they provide and introduces SpatialCLI-Bench, a 516-example benchmark for compositional perception across localization, segmentation, depth, and pose.

Yang Zhou, Zixuan Huang, Sunzhu Li et al. · 0 citations

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