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University of Sydney
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Autonomous research agents need to learn from their mistakes and adapt, not just generate papers, and this framework shows how to make that happen.
General LLMs can't handle the nuances of expressway operations, so this paper built ExpressMind, a specialized multimodal LLM that outperforms existing models in event detection, safety response, and traffic analysis.