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Yao Qin

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Review Open access Sep 2026

From Prompt to Provenance: BloClaw, a Capability-Gated AI4S Workstation for Auditable Computational Biology

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 · 0 citations

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