2 papers
cs.CL2026
Cognitive Maps in Large Language Models
Albert Qin, Jonathan Cohen, Gautam Reddy
It has long been proposed that animals construct cognitive maps to support flexible behavior in novel environments. We tested whether large language models form similar representat…
physics.bio-ph2024
Dynamic landscapes and statistical limits on growth during cell fate specification
Gautam Reddy
The complexity of gene regulatory networks in multicellular organisms makes interpretable low-dimensional models highly desirable. An attractive geometric picture, attributed to Wa…