Author

Wee-Sun Lee

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#artificial intelligence Preprint Sep 2026

Rational Clarification by Assistive Agents via Value-of-Information Reasoning

Users of language-based assistive agents often make ambiguous requests. In response, an assistant can either directly act on its interpretation of the request --- risking misalignment with the user --- or ask a clarifying question. Which option is the most safe and helpful? A common approach is to ask questions that mi...

T. Nguyen-Hien, Y. Teh, Wee-Sun Lee et al. · 0 citations

#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