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We are witnessing a systemic shift in bioacoustics. By applying the same transformer architectures that power GPT-4 to the rhythmic clicks of sperm whales, researchers are uncovering a complex, combinatorial grammar that suggests a level of linguistic sophistication previously reserved for humans.