2025 (in press): Published in Patterns on confidence-weighted integration of human and machine judgments
2025 (in press): Published in Nature Communications on adaptive stretching of representations across brain regions and deep learning layers
2025: Published in Journal of Big Data on leakage scenarios in supervised machine learning
2025: Published on arXiv on probability consistency in large language models
2025: Published in Scientific Reports on coordinating multiple mental faculties during learning
2024: Published in Nature Human Behaviour showing LLMs surpass human experts in predicting neuroscience results
2024: Published in Trends in Cognitive Sciences on the benefits and drawbacks of unsupervised learning
2024: Published in eLife on the inevitability and superfluousness of cell types in spatial cognition
2024: Published in Trends in Cognitive Science on 'The Dimensions of Dimensionality'
Research Experience
Senior Research Scientist, Los Alamos National Laboratory
Professor, University of Texas at Austin
Professor, University College London
Fellow, The Alan Turing Institute
Fellow, European Lab for Learning & Intelligent Systems (ELLIS)
Leading the BrainGPT project on applying LLMs to scientific discovery
Background
Senior research scientist at Los Alamos National Laboratory
Former professor at University of Texas at Austin and University College London
Former fellow at The Alan Turing Institute and the European Lab for Learning & Intelligent Systems (ELLIS)
Research focuses on cognitive science and computational neuroscience
Recently interested in applying modern AI techniques, especially large language models, to accelerate scientific discovery through the BrainGPT project