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NSF Workshop Report: Exploring Measurements and Interpretations of Intelligent Behaviors Across Animal Model Systems
Joseph V Gogola1, Mary Kate Joyce2, Susheel Vijayraghavan3
1Department of Medicine, The University of Chicago, Chicago, Illinois, USA.
The Journal of Comparative Neurology
|March 4, 2025
Summary
Neuroscientists grapple with defining and measuring intelligence across diverse species. This exploration examines intelligence in humans, primates, crows, octopuses, bees, and flies, considering evolutionary and ecological factors.
Area of Science:
- Neuroscience
- Comparative Cognition
- Evolutionary Biology
Background:
- Defining and measuring intelligence is a core challenge in neuroscience.
- Connecting measurable brain properties to abstract concepts like intelligence is difficult.
- Evolutionary diversity raises questions about a unifying theory of intelligence.
Purpose of the Study:
- To explore diverse perspectives on intelligence across species.
- To debate the utility of defining intelligence in neuroscience.
- To examine intelligence within ecological niches and potential climate change impacts.
Main Methods:
- Convened experts from multiple animal model systems (National Science Foundation NeuroNex consortium).
- Presented data from humans, macaques, ferrets, crows, octopuses, bees, and flies.
- Highlighted convergent evolution in working memory between primates and crows.
Main Results:
- Intelligence definitions vary significantly across species and research approaches.
- Ecological niches shape species-specific cognitive capabilities.
- Convergent evolution demonstrates shared neural mechanisms for working memory in disparate species.
Conclusions:
- Defining intelligence remains a complex, multifaceted challenge in neuroscience.
- Comparative studies across diverse species offer valuable insights into cognitive evolution.
- Understanding intelligence is crucial for addressing challenges like climate change impacts on behavior.

