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soundscape of vocal animals, is already deployed at scales no field survey can match, and AI now identifies which species is calling with high reliability. What it cannot yet do reliably is estimating how
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soundscape of vocal animals, is already deployed at scales no field survey can match, and AI now identifies which species is calling with high reliability. What it cannot yet do reliably is estimating how
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and resource-adaptive VLA models . A central question is whether an embodied agent can estimate the reliability of its own perception and reasoning, then use that information to adjust how it
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the reliability of data to inform data collection strategies and monitoring techniques. The focus of this PhD study is the management of interactions between pollinator insects, such as bees, and the
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the reliability of data to inform data collection strategies and monitoring techniques. The focus of this PhD study is the management of interactions between pollinator insects, such as bees, and the