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autonomous adaptation to climate induced hazard, provide new evidence of soft and hard limits, and undertake ex-ante and ex-post assessments of adaptation effectiveness; (2) advancing analytical methods
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into different stages of optimization, both as priors and as feedback after optimization outcomes. Information This PhD project is a part of the CoRDS project – Confident Data-Driven Decision Support (https
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. With the rapid proliferation of AI systems, frontier LLMs, multimodal models, autonomous agents and their growing capability, there are equal risks of misalignment with human, organizational, and
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