Machine learning

Recent articles

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

‘Digital humans’ in a virtual world

By combining large language models with modular cognitive control architecture, Robert Yang and his collaborators have built agents that are capable of grounded reasoning at a linguistic level. Striking collective behaviors have emerged.

By Kevin Mitchell
10 February 2025 | 51 min watch
Computer-generated illustration of an hourglass encased in a larger piece of cracked glass.

The brain holds no exclusive rights on how to create intelligence

Many of the recent developments underlying the explosive success of artificial intelligence have diverged from using neuroscience as a source of inspiration—and the trend is likely to continue.

By Dean Buonomano
27 January 2025 | 7 min read
High-resolution image of interconnected brain cells highlighted in magenta and blue.

What are recurrent networks doing in the brain?

The cortex is filled with excitatory local synapses, but we know little about their role in brain function. New experimental tools, along with ideas from artificial intelligence, are poised to change that.

By Mark Histed
16 December 2024 | 5 min read

Grace Hwang and Joe Monaco discuss the future of NeuroAI

Hwang and Monaco organized a recent workshop to hear from leaders in the field about how best to integrate NeuroAI research into the BRAIN Initiative.

By Paul Middlebrooks
4 December 2024 | 97 min listen
Illustration of a brain overlaid with circles containing flowers and circuit-like networks, among other images.

NeuroAI: A field born from the symbiosis between neuroscience, AI

As the history of this nascent discipline reveals, neuroscience has inspired advances in artificial intelligence, and AI has provided a testing ground for models in neuroscience, accelerating progress in both fields.

By Anthony Zador
11 November 2024 | 7 min listen
Illustration of a simple matrix of overlapping circles next to a more complex network of intersecting lines against a muted but colorful background.

What the brain can teach artificial neural networks

The brain offers valuable lessons to artificial neural networks to boost their data and energy efficiency, flexibility and more.

By Anthony Zador
11 November 2024 | 6 min read

Karen Adolph explains how we develop our ability to move through the world

How do babies' bodies and their environment teach them to move—and how can robots benefit from these insights?

By Paul Middlebrooks
25 October 2024 | 89 min listen

Kim Stachenfeld on the dance between neuroscience and artificial intelligence

As a researcher at both Google DeepMind and Columbia University, Stachenfeld offers cross-disciplinary insight into how to understand the brain.

By Paul Middlebrooks
11 September 2024 | 93 min listen
Illustration of a neuron with cardinal directions superimposed over it as on a compass.

Neurons’ spikes may convey their whereabouts

The time lag between spurts of activity holds anatomical information, according to a preprint.

By Holly Barker
23 August 2024 | 4 min read

Explore more from The Transmitter

Cara Pugliese.

Autism program chief among National Institutes of Health layoffs

The termination is one of more than 1,000 employee cuts at the U.S. agency this week.

By Rachel Zamzow
21 February 2025 | 3 min read
Illustration of columns of text with eyes peeking out from behind the central column to look at a bright blue spot.

This paper changed my Life: Bill Newsome reflects on a quadrilogy of classic visual perception studies

The 1970s papers from Goldberg and Wurtz made ambitious mechanistic studies of higher brain functions seem feasible.

By Bill Newsome
21 February 2025 | 6 min read
Interconnected lines form a world map.

Science must step away from nationally managed infrastructure

Scientific data and independence are at risk. We need to work with community-driven services and university libraries to create new multi-country organizations that are resilient to political interference.

By Dan Goodman
20 February 2025 | 7 min read