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.
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