AI Research
Towards ecologically meaningful foundation models
A research article considers foundation models in light of ecology’s fragmented data and theories.
Nature Machine Intelligence, Published online: 06 November 2026; struggles to make broad predictions, as ecological data and theories are scattered across many different sources, scales and approaches.
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Nature Machine Intelligence
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Nature Machine Intelligence
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Ecological data and theories are dispersed across sources, scales and approaches, making broad predictions difficult. Foundation models that are meaningful for ecology could address an important challenge in the field.
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