About

Me

This is the personal website of Elon Litman

Steam engines powered the industrial revolution before thermodynamics. Airplanes flew before aerodynamics. Vaccines were administered before immunology was even a field. Every scientific revolution begins with empirical discoveries, and only later earns its laws. AI is no different.

I'm currently a researcher at Stanford University working at the Ermon Group. My work lies at the intersection of deep learning theory, optimal transport, and information theory, with a primary focus on understanding generalization. Sometimes I'll opine on molecular psychiatry or random matrices.

You may recognize me from my 3D Desmos art or my ancient Hebrew programming language.

Updates

I was awarded an Eigenprize for my work on deep learning theory.
I graduated from Stanford with a B.S. in Computer Science in three years.
GOAT was accepted to ICML 2026! See you in Seoul! 🐐🐐
I won Gold in Stanford's CS 109 Probability Challenge for applying flow matching to the nontrivial zeros of the Riemann zeta function.