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21 September 2026
Researchers from NUS Computing, Stanford University and other institutions have co-authored a whitepaper setting out six conditions for judging whether AI genuinely improves work. The paper, “When Does AI Augment Work? A Workflow-Level Framework for Human-Agent Collaboration”, was posted to arXiv two days after the Ministry of Manpower told Parliament that its surveys show most firms adopting AI are redesigning jobs or creating new roles.
