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, especially large language models (LLMs), enable the development of interactive AI agents that can support human learning in complex, safety-critical environments. Human-centered AI in this project means
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) and agentic AI in Industrial Internet of Things (IIoT) and operational technology (OT) environments. Modern OT installations—such as factories, utilities, transport, and pipelines—are highly networked
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-preserving models that implement synthetic data; and developing generative AI models for accelerating data sharing using synthetic data, agentic AI synthetic data, differential privacy, and federated learning
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