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. The candidate will investigate how agentic AI can autonomously interact with such data and relevant engineering tools to identify abnormal behaviour, reason about possible faults, assess equipment condition, and
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changing work. Its projects examine what happens when generative and agentic AI enters leadership, everyday workflows, team communication, professional learning and career decisions. Across the network
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disciplines. Generative AI and AI agents are rapidly changing how software-based systems are being designed, developed, and evaluated. While AI agents have become common in certain Software Engineering tasks
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. Generative AI and AI agents are rapidly changing how software-based systems are being designed, developed, and evaluated. While AI agents have become common in certain Software Engineering tasks, such as
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how AI is changing work. Its projects examine what happens when generative and agentic AI enters leadership, everyday workflows, team communication, professional learning and career decisions. Across
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stage of the software lifecycle, bringing agents that work alongside developers. Together, these changes are reshaping team composition and dynamics, as well as enabling shorter feedback loops, while
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agents that work alongside developers. Together, these changes are reshaping team composition and dynamics, as well as enabling shorter feedback loops, while introducing new roles and requiring new
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3rd August 2026 Languages English English English We are looking for a PhD Candidate in Measuring Uncertainty and Risk with Agentic AI for Decision-Oriented Modelling Apply for this job See
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the PhD position. The topic of the PhD fellowship is at the interface of numerical mathematics, agentic and generative AI models, and computer science. A successful candidate will be offered a three-year