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 pixellated MRI scans morphing into the scales of justice.

Govern neurodata by how it’s used, not where it’s from

New neurodata laws will shape how researchers gather, share and reuse brain data. A use-based governance protects basic researchers and those whose data are being used, without freezing science.

By José M. Muñoz
16 October 2026 | 7 min read
Illustration of two hands grasping a pink oval and a green oval, bordered on the left and right by columns of red ovals and multicolor and gray circles.

How new technologies can bring primatologists and systems neuroscientists together

The two groups study the same behavioral phenomena yet rarely interact or read each other's work—a mutual blind spot that weakens both fields. New technologies offer a chance to bring them together.

By Sjoerd Murris
15 October 2026 | 6 min read
Fiona Sanderson photo illustration.

Creating community through grant support

Fiona Sanderson, a senior program manager at the Brain Canada Foundation, shares how she got into grant administration and how she helps connect researchers with funding and one another.

By Katie Moisse
14 October 2026 | 7 min read