Out of the Wild: How A.I. Is Transforming Conservation Science


Using artificial intelligence, scientists and conservationists can rapidly analyze vast environmental data sets—from audio recordings of nocturnal birds to millions of camera trap images—which has led to quicker and more efficient wildlife monitoring and decision-making, while also growing concern about ecological knowledge biases and decreased field engagement.

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