AI in neuroscience: Promise,
friction, progress

Recent articles

Neuroscientists reckon with the gap between artificial intelligence’s potential and the field’s reality.

Illustration of needle sewing through multicolor strips.

How to use artificial intelligence to strengthen scientific processes and scholarly output

As AI-driven systems are integrated into all aspects of science, we need to make sure that they read and write to a shared data and knowledge space.

By Satrajit Ghosh
6 July 2026 | 5 min read
A funnel collects falling images and objects related to various fields of neuroscience.

AI can’t solve the brain without data that fit together

The brain's first foundation models exist because some areas of neuroscience did the slow work of developing and adopting standards to help integrate data. Artificial intelligence cannot do that work for us.

By Sean Hill
29 June 2026 | 8 min read
A brain shape outlined in cylindrical dials with multi colored wires stretched between them.

Transforming AI models into useful model organisms

These systems were not built to explain the brain. But treating them as model organisms that we can perturb and evolve will move us closer to that goal.

By Mariya Toneva
22 June 2026 | 6 min read
Illustration of pixelated eye and stacks of paper.

Writing science that humans and machines can read

Large language models are now routinely used to search, summarize and synthesize the literature at scales impossible for any individual researcher—yet scientific publishing has not adapted to that reality.

By Rachel Parkinson
15 June 2026 | 7 min read

Explore more from The Transmitter

Is our intelligence rooted in how living organisms are organized?

Kathryn Nave explains how a concept called constraint closure may be fundamental to understanding brains, minds and cognition.

By Paul Middlebrooks
15 July 2026 | 1 min read
Soha Ashrafi photo collage art.

Making an impact through academic administration

As executive director of research at Harvard Medical School’s Department of Neurobiology, Soha Ashrafi supports more than 300 scientists, students and staff members.

By Katie Moisse
15 July 2026 | 7 min read
Illustration of birdsong, bird brain, and DNA.

This paper changed my life: Embracing an early model for naturalistic neuroscience

A 1992 PNAS paper showed how birdsong upregulates the expression of an immediate early gene in bird forebrains. The work revealed to Ribeiro the importance of studying molecular responses in naturalistic contexts.

By Sidarta Ribeiro
14 July 2026 | 4 min read