Marcel Binz
@marcelbinz.bsky.social
Natural and artificial general intelligence.
https://marcelbinz.github.io/
https://marcelbinz.github.io/
love the paper and this line of work in general! Congrats!
November 4, 2025 at 1:40 PM
love the paper and this line of work in general! Congrats!
Interdisciplinary approaches connecting cognitive science and machine learning to study and evaluate metacognition are especially welcome.
sites.google.com/view/metacog...
sites.google.com/view/metacog...
October 1, 2025 at 12:36 AM
Interdisciplinary approaches connecting cognitive science and machine learning to study and evaluate metacognition are especially welcome.
sites.google.com/view/metacog...
sites.google.com/view/metacog...
Huge thanks to the team and collaborators who made this possible.
July 2, 2025 at 3:34 PM
Huge thanks to the team and collaborators who made this possible.
You can also explore the model via our @hf.co space: huggingface.co/spaces/marce...
Centaur - a Hugging Face Space by marcelbinz
This application generates text based on the input you provide. You can enter a prompt in the text box, and the app will produce a response or continuation. The text should be phrased in natural la...
huggingface.co
July 2, 2025 at 3:34 PM
You can also explore the model via our @hf.co space: huggingface.co/spaces/marce...
More information on the project landing page: marcelbinz.github.io/centaur
Centaur
marcelbinz.github.io
July 2, 2025 at 3:34 PM
More information on the project landing page: marcelbinz.github.io/centaur
We also present a case study showing how Centaur can support scientific discovery.
An updated version of this approach is available in our new preprint: arxiv.org/abs/2505.17661
An updated version of this approach is available in our new preprint: arxiv.org/abs/2505.17661
Automated scientific minimization of regret
We introduce automated scientific minimization of regret (ASMR) -- a framework for automated computational cognitive science. Building on the principles of scientific regret minimization, ASMR leverag...
arxiv.org
July 2, 2025 at 3:34 PM
We also present a case study showing how Centaur can support scientific discovery.
An updated version of this approach is available in our new preprint: arxiv.org/abs/2505.17661
An updated version of this approach is available in our new preprint: arxiv.org/abs/2505.17661
Centaur can also be adapted to predict secondary measurements like neural activity and response times -- despite never being trained to do so.
July 2, 2025 at 3:34 PM
Centaur can also be adapted to predict secondary measurements like neural activity and response times -- despite never being trained to do so.
We find that Centaur generalizes to unseen experiments and accurately predicts human behavior under modified cover stories, problem structures, and even in entirely novel domains.
July 2, 2025 at 3:34 PM
We find that Centaur generalizes to unseen experiments and accurately predicts human behavior under modified cover stories, problem structures, and even in entirely novel domains.
Centaur was trained on Psych-101, a new dataset with trial-by-trial data from 160 psychological experiments, containing over 60,000 participants and 10,000,000 choices.
July 2, 2025 at 3:34 PM
Centaur was trained on Psych-101, a new dataset with trial-by-trial data from 160 psychological experiments, containing over 60,000 participants and 10,000,000 choices.
Paper available at www.nature.com/articles/s41...
A foundation model to predict and capture human cognition - Nature
A computational model called Centaur, developed by fine-tuning a language model on a huge dataset called Psych-101, can predict and simulate human nature in experiments expressible in natural language...
www.nature.com
July 2, 2025 at 3:34 PM
Paper available at www.nature.com/articles/s41...
Hi Yifei, sadly we don't have any intern positions available right now (and we are in general constrained to hiring interns who are enrolled at German universities).
April 9, 2025 at 7:52 PM
Hi Yifei, sadly we don't have any intern positions available right now (and we are in general constrained to hiring interns who are enrolled at German universities).