Siri Carpenter

Freelance Writer
Spectrum

Siri Carpenter is an award-winning science writer and editor based in Madison, Wisconsin. Her work has appeared in The New York TimesThe Los Angeles TimesThe Washington PostO: the Oprah MagazineScienceScientific American MindScience News, and many other publications. She’s first author on the psychology textbook Visualizing Psychology (John Wiley & Sons, 2007). She is also co-founder and editor-in-chief of The Open Notebook, a nonprofit organization and website that provides resources to help science journalists improve their skills.

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Why neural foundation models work, and what they might—and might not—teach us about the brain

These models can partly generalize across species, brain regions and tasks, suggesting that a set of machine-learnable rules govern neural population activity. But will we be able to understand them?

By Juan Gallego
13 April 2026 | 8 min read