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AI Reveals How Species Independently Evolve Similar Traits

10/10/2025

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Summary

Story summary

A Chinese research team identifies a mechanism of convergent evolution, showing how distinct species independently gain similar traits.
The study uses ACEP, an AI protein language model, to analyze high-order features.
Bats and toothed whales are cited as examples that independently evolved echolocation.
The findings are published in the Proceedings of the National Academy of Sciences (PNAS), highlighting AI's potential.

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Story summary

A Chinese research team identifies a mechanism of convergent evolution, showing how distinct species independently gain similar traits.
The study uses ACEP, an AI protein language model, to analyze high-order features.
Bats and toothed whales are cited as examples that independently evolved echolocation.
The findings are published in the Proceedings of the National Academy of Sciences (PNAS), highlighting AI's potential.