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

Research image showing genes containing microexons in mice.

Machine-learning model spots autism-linked variants that scramble splicing

The model provides a way to investigate genetic variation in regions of the genome whose functions have been difficult to interpret.

By Giorgia Guglielmi
12 November 2026 | 4 min read
Illustration of two overlapping speech bubbles patterned with blue and pink horizontal lines on a background of pink and brown horizontal lines.

Future of AI brain models sparks debate

Neuroscientists are divided about whether foundation models that predict brain responses will help the field understand how brains work.

By Natalia Mesa
11 November 2026 | 10 min read
Scans of brains using the OPM-MEG method.

Language development during the first 1,000 days; and more

Here is a roundup of autism-related news and research spotted around the web for the week of 9 November.

By Jill Adams
10 November 2026 | 2 min read