Machine learning

Recent articles

Xaq Pitkow shares his principles for studying cognition in our imperfect brains and bodies

Pitkow discusses how evolution's messy constraints shape optimal brain algorithms, from Bayesian inference to ecological affordances.

By Paul Middlebrooks
27 August 2025 | 1 min read
Illustration of a brain and screens of computer code.

Should neuroscientists ‘vibe code’?

Researchers are developing software entirely through natural language conversations with advanced large language models. The trend is transforming how research gets done—but it also presents new challenges for evaluating the outcomes.

By Benjamin Dichter
25 August 2025 | 9 min listen
Computer-generated illustration of a brain in a broken jar.

Breaking the jar: Why NeuroAI needs embodiment

Brain function is inexorably shaped by the body. Embracing this fact will benefit computational models of real brain function, as well as the design of artificial neural networks.

By Bing Wen Brunton, John Tuthill
21 July 2025 | 11 min listen
AI-generated, blueprint-like illustration of a classroom.

Many students want to learn to use artificial intelligence responsibly. But their professors are struggling to meet that need.

Effectively teaching students how to employ AI in their writing assignments requires clear guidelines—and detailed, case-specific examples.

By Tim Requarth
23 June 2025 | 8 min listen
Digitally distorted building blocks.

The BabyLM Challenge: In search of more efficient learning algorithms, researchers look to infants

A competition that trains language models on relatively small datasets of words, closer in size to what a child hears up to age 13, seeks solutions to some of the major challenges of today’s large language models.

By Alona Fyshe
19 May 2025 | 9 min listen
Research image of connectivity in the fly brain.

Connectomics 2.0: Simulating the brain

With a complete fly connectome in hand, researchers are taking the next step to model how brain circuits fuel function.

By Laura Dattaro
2 May 2025 | 11 min read

Dean Buonomano explores the concept of time in neuroscience and physics

He outlines why he thinks integrated information theory is unscientific and discusses how timing is a fundamental computation in brains.

By Paul Middlebrooks
23 April 2025 | 111 min listen
Tic-tac-toe board with pills representing x’s and o’s.

Basic pain research ‘is not working’: Q&A with Steven Prescott and Stéphanie Ratté

Prescott and Ratté critique the clinical relevance of preclinical studies in the field and highlight areas for improvement.

By Sydney Wyatt
18 April 2025 | 7 min read
Detailed image of neurons in the mouse visual cortex.

Inhibitory cells work in concert to orchestrate neuronal activity in mouse brain

A cubic millimeter of brain tissue, meticulously sectioned, stained and scrutinized over the past seven years, reveals in stunning detail the role of inhibitory interneurons in brain structure and function.

By Katie Moisse
9 April 2025 | 6 min listen
Computer-generated illustration of a brain with a faint outline of another brain superimposed slightly above it.

Does the solution to building safe artificial intelligence lie in the brain?

Now is the time to decipher what makes the brain both flexible and dependable—and to apply those lessons to AI—before an unaligned agentic system wreaks havoc.

By Patrick Mineault
17 February 2025 | 6 min read

Explore more from The Transmitter

Research image of neural progenitor cells derived from people with 16p11.2 duplications and 16p11.2 deletions, which have cilia that are shorter or longer, respectively, than in controls.

Protein interactions important to SYNGAP1-related conditions; and more

Here is a roundup of autism-related news and research spotted around the web for the week of 8 September.

By Jill Adams
9 September 2025 | 2 min read
Sleep-control neurons glow cyan in the central nervous system of a fly.

Mitochondria set ‘ancient’ metabolic thermostat for sleep in flies, separate from circadian rhythms

During waking hours, a specialized set of sleep neurons in the fly brain accumulates reactive oxygen species, which eventually trigger sleep to clean up and repair the damage they do.

By Viviane Callier
9 September 2025 | 7 min listen
Collage of black researchers, buildings at HBCUs and scientific equipment.

Building the future of neuroscience at HBCUs

Black In Neuro is launching a new program to help historically Black colleges and universities advance neuroscience research and education, focusing on cross-institutional collaboration, joint curriculum development and improved mentoring initiatives.

By Jheannelle Johnson
8 September 2025 | 8 min listen

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