d. vaintrob
research
mean field theory
writing
mathematics
about
About
An informal CV. Publications and writeups are on the main page .
Positions
2024–2025 Researcher, ARC (Alignment Research Center, theory)
2022–2023 Postdoc, IHES
2021 Visitor, Hebrew University of Jerusalem
2018–2021 Morrey Visiting Assistant Professor, UC Berkeley
2016–2018 Postdoc, Institute for Advanced Study
Education
2007–2011 A.B. in Mathematics with honors, Harvard
Interests
Currently: mathematical foundations of deep learning and AI safety — singular learning theory, statistical field theory of neural networks, computation in superposition, Bayesian learning.
Previously: algebraic geometry, geometric representation theory, algebraic topology, mathematical physics.
Contact
dmitry@princint.ai