This manuscript reports the system design, verified capability boundary, deterministic software artifacts, and a reproducible evaluation protocol for BloClaw, an AI4S workstation built around a simple principle: a scientific agent should know what it can do, show how it did it, and state what remains unvalidated.
Yao Qin, Jin-Hua Pang, Xiao-Ming Zhang· bioRxiv· 0 citations
ProteinReasoner is developed, a multimodal generative protein foundation model that sequentially connects amino acid sequence, evolutionary constraints and three-dimensional structure within a shared autoregressive architecture and suggests a general route towards reasoning across interdependent representations in othe...
Chaozhong Liu, Linlin Chao, Shaomin Ji et al.· bioRxiv· 1 citation
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