Machine learning

Recent articles

Faceless blue figure attempting to decipher emotion.

What can AI teach us about ‘emotions’?

Exploring why Anthropic’s AI, Claude, displays something like emotion could ultimately help us better understand the function that emotions serve in humans.

By Nicole Rust
18 May 2026 | 7 min read
Illustration of stacks of papers.

The next unit of science: Is the scientific paper due to be replaced?

Artificial intelligence is pushing scientific publishing to the brink. For a field as sprawling as neuroscience, the crisis may also be an opportunity to finally connect findings across subfields.

By Tim Requarth
11 May 2026 | 12 min read
typing on computer.

Why expertise won’t protect you from AI’s influence

When writing a grant or reasoning about a problem, artificial intelligence can exert a subtle bias that often goes undetected, even if we’re doing our best to be aware of it.

By Tim Requarth
4 May 2026 | 6 min read
Illustration of two planet-like spheres orbiting one another.

Can AI do neuroscience without understanding?

Prediction without understanding sustained astronomy through a thousand years of epicycles. Artificial intelligence is now offering neuroscience the same deal.

By Anthony Zador
27 April 2026 | 6 min read
Illustration of a sheet of paper with a topography map-like pattern on it.

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
A human arm and a robot arm write code together on a small blackboard.

How to teach programming in the age of AI

Scientists and educators are concerned about students using artificial intelligence to shortcut their learning. But there are also opportunities, especially when it comes to teaching neuroscience students how to code.

By Ashley Juavinett
30 March 2026 | 8 min read
Illustration of a brain that is half organic texture and half geometric pattern.

Trading places: What happens when neuroscience turns into machine learning, and machine learning turns into neuroscience?

Neuroscience has become increasingly concerned with prediction, and machine learning with causal explanation, with each field adopting methods from the other. I asked eight experts to weigh in on what we stand to learn from this exchange.

By Samuel Gershman
23 March 2026 | 22 min read

David Sussillo on persistence, luck and the bonds between life and work

In a Q&A about his new book, “Emergence,” Sussillo shares why he wrote it and how challenging circumstances shaped his journey into neuroscience.

By Francisco J. Rivera Rosario, David Sussillo
17 March 2026 | 7 min watch

Large-scale neuroimaging datasets often lack information specific to women’s health, constraining AI’s analysis potential

Addressing this gap will require collecting widespread data on pregnancy, menopause and other life events women experience—and could bring us closer to the “holy grail” of linking brain and behavior.

By Amy Kuceyeski
16 March 2026 | 0 min watch

Modern AI is simply no match for the complexity likely required for harboring consciousness, says Jaan Aru

He argues that our brain’s computations are of a completely different nature than any artificial intelligence because they take place across many spatial and temporal scales and are inextricably entwined with biological materials.

By Paul Middlebrooks
11 February 2026 | 1 min read

Explore more from The Transmitter

Research image of brain cells involved with Amyotrophic lateral sclerosis (ALS) illuminated through genetic tools

Allen Institute sets sights on treatments for five brain diseases

The Brain Health Accelerator program aims to harness single-cell transcriptomics and cell-type-specific genetic tools to develop treatments for Alzheimer’s, Huntington’s and Parkinson’s diseases, Lewy body dementia and ALS.

By Calli McMurray
2 June 2026 | 5 min read
Illustration of spiny mouse.

Learning why spiny mice play well with others

Aubrey Kelly studies the gregarious mammal to explore how the brain controls complex social behaviors “akin to friendship.”

By Hannah Thomasy
2 June 2026 | 5 min read
Research image of human thalamus.

Autism-linked genes expressed in thalamus make an impact, and more

Here is a roundup of autism-related news and research spotted around the web for the week of 1 June.

By Jill Adams
2 June 2026 | 2 min read