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

Illustration of DNA with genetic code.

Autism-linked variants converge on two molecular patterns in mouse brains

Gene activity across 17 autism mouse models occurs in either of two opposing transcriptomic states, supporting the idea that diverse genetic changes may converge on a few recurring biological patterns.

By Giorgia Guglielmi
1 October 2026 | 4 min read
Illustration of pipa frog showing nerves in fingertips.

How the pipa frog hunts prey by touch

Each of the frog’s eight fingers branches into 16 ultra-sensitive tips, which together function as a fovea—potentially the first demonstration of this type of sensory structure outside of mammals.

By Calli McMurray
30 September 2026 | 7 min read
scaled

Response to ‘Finally, a new route for the magnetic-sense field’

Magnetoreception in Drosophila has much to offer those with an interest in neuroscience.

By Denis Henshaw
30 September 2026 | 3 min read