NeuroAI

Recent articles

Advances and insights on the intersection between neuroscience and artificial intelligence

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

Aran Nayebi discusses a NeuroAI update to the Turing test

And he highlights the need to match neural representations across machines and organisms to build better autonomous agents.

By Paul Middlebrooks
9 April 2025 | 104 min listen
Data streams into a transparent box.

Accepting “the bitter lesson” and embracing the brain’s complexity

To gain insight into complex neural data, we must move toward a data-driven regime, training large models on vast amounts of information. We asked nine experts on computational neuroscience and neural data analysis to weigh in.

By Eva Dyer, Blake Richards
26 March 2025 | 8 min read
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

Dmitri Chklovskii outlines how single neurons may act as their own optimal feedback controllers

From logical gates to grandmother cells, neuroscientists have employed many metaphors to explain single neuron function. Chklovskii makes the case that neurons are actually trying to control how their outputs affect the rest of the brain.

By Paul Middlebrooks
12 February 2025 | 99 min listen

‘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
Image of squirrels on a branch.

NeuroAI and the hidden complexity of agency

As we attempt to build autonomous artificial-intelligence systems, we're discovering that a capability we take for granted in animals may be much more complex than we imagined.

By Anthony Zador
5 February 2025 | 6 min read

David Robbe challenges conventional notions of time and memory

Inspired by his own behavioral neuroscience research and the philosophy of Henri Bergson, Robbe makes the case that we don't have clocks in our brains but instead perceive time by way of our interactions with the world.

By Paul Middlebrooks
29 January 2025 | 98 min listen
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

David Krakauer reflects on the foundations and future of complexity science

In his book “The Complex World,” Krakauer explores how complexity science developed, from its early roots to the four pillars that now define it—entropy, evolution, dynamics and computation.

By Paul Middlebrooks
14 January 2025 | 106 min listen

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Explore more from The Transmitter

Research image of neural progenitor cells.

Documenting decades of autism prevalence; and more

Here is a roundup of autism-related news and research spotted around the web for the week of 28 April.

By Jill Adams
29 April 2025 | 1 min read

‘Perturb and record’ optogenetics probe aims precision spotlight at brain structures

The tool provides a new way to characterize cells and study neuronal circuits.

By Claudia López Lloreda
29 April 2025 | 4 min read
Mock-up of the Neuropixels probe inserted into brain tissue.

Tracking single neurons in the human brain reveals new insight into language and other human-specific functions

Better technologies to stably monitor cell populations over long periods of time make it possible to study neural coding and dynamics in the human brain.

By Edward Chang, Jason Chung
28 April 2025 | 7 min read