New work from the Google DeepMind neurolab, led by @neurokim.bsky.social and @kevinjmiller.bsky.social. We use an LLM-based approach to discover new cognitive models of animal reward learning. More info in the 🧵.

I have been so excited about this project. In many ways the most surprising thing to me was how seemingly similar the AI-discovered models were to simple ones I thought I understood, even though they fit way better. This means we can also really get what makes them work.

New preprint! Very excited to share our new work introducing DataDIVER, for automatically discovering interpretable computational models from scientific data 📊🤿 See below for a visual summary from my magnificent co-lead @kevinjmiller.bsky.social ! 👇

really proud of this work done with fantastic collaborators, in particular daniel, @kevinjmiller.bsky.social & @neurokim.bsky.social ! i learned so much about neuroscience, & it was great to work on using AI techniques to advance science. read kevin's thread below or, even better, read the paper!

Computational models are a key part of science but discovering new ones is hard! DataDIVER discovers concise models from data, which surface new mechanistic ideas and clear predictions for future experiments From Google Deepmind Neuroscience Lab + collaborators www.biorxiv.org/content/10.6...

Excited to launch Principia, a nonprofit research organisation at the intersection of deep learning theory and AI safety. Our goal is to develop theory for modern machine learning systems that can help us understand complex network behaviors, including those critical for AI safety and alignment. 1

News from central Jersey: I'm running to represent New Jersey's 12th Congressional District. By entering the fray, I hope to bring ideas of repairing our frayed republic. Not only to defend it in 2026, but to build something stronger, for generations to come! samwang.substack.com/p/entering-t...

Wanna compare dynamics across neural data, RNNs, or dynamical systems? We got a fast and furious method🏎️ The 1st preprint of my PhD 🥳 fast dynamical similarity analysis (fastDSA): 📜: arxiv.org/abs/2511.22828 💻: github.com/CMC-lab/fast... I’ll be @cosynemeeting.bsky.social - happy to chat 😉

1. New preprint resolving a conundrum in systems neuroscience with an AI scientist, and humans Reilly Tilbury, Dabin Kwon, @haydari.bsky.social, @jacobmratliff.bsky.social, @bio-emergent.bsky.social, @carandinilab.net, @kevinjmiller.bsky.social, @neurokim.bsky.social www.biorxiv.org/content/10.1...

Associate Professor/Professor of Cognitive Neuroscience job opening in our own @imagingneuroucl.bsky.social department. Details here: www.ucl.ac.uk/work-at-ucl/...

I am so honoured to have been selected as one of the Jane Coffin Childs Fund fellows this year!

Very pleased to share our recent work, in which we use LLMs for automated discovery of interpretable models of animal behavior 🪰🐀🕵️‍♀️ that take the form of Python programs 🐍 See below for a summary of key results by @pcastr.bsky.social!

Cognitive models of behavior are a key part of neuroscience. But discovering them is hard! In new work from Google DeepMind Neuroscience and collaborators @hhmijanelia.bsky.social, we demonstrate an approach that uses LLMs and large datasets to discover models automatically.

one of the most intriguing projects i've been involved in: automated scientific discovery in an area (human/animal RL) I've been working on forever. can an LLM do the job of my grad students? if it is backed up by super smart scientists incl @pcastr.bsky.social @neurokim.bsky.social & kevin miller