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Biodefense in the Intelligence Age

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An action plan for AI-powered biological resilience

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arXiv AI
Sep 17

Human Resilience in the AI Era -- What Machines Can't Replace

The paper argues that the rapid pace of AI-driven change creates an adaptation gap, making human resilience a crucial capability for the AI era. Resilience is defined as the ability to absorb disruption while maintaining effective action and agency, and is examined at psychological, social, and organizational levels. The authors link resilience research with AI-in-the-loop experiments, showing that AI assistance can boost productivity, empathy, and calibrated reliance, and propose a socio‑technical agenda for education, workplace design, governance, and evaluation.

By Shaoshan Liu, Anina Schwarzenbach, Yiyu Shi