Author

Ya-Jing Yang

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#artificial intelligence Review Sep 2026

When Does AI Augment Work? A Workflow-Level Framework for Human-Agent Collaboration

This work establishes a precise definition of AI augmentation comprising six conditions, spanning durable net value, meaningful human control, accountability and recovery, and long-term human development through learning, career pathways, and job purpose, and outlines how organisations, researchers, and government lead...

Civic-Ai Collaboration Jiaying Wu, Caleb Ziems, Raymond Chan et al. · 0 citations

#artificial intelligence Preprint Sep 2026

AnalysisBank: An Expert Analysis Pattern Library for Financial Report Generation

AnalysisBank is proposed, which distills expert reports into a reusable library of Analyses, each pairing a data signal, an analytical move, and the expert span it was derived from, to operate at the analytical rather than structural level of financial report generation.

Ya-Jing Yang, Yun-Shan Ma, Kelvin J. L. Koa et al. · 0 citations