Abhiram Dharme
Writing

Notes from the lab.

Short, deliberate pieces on what I’m learning — usually a paper I’m working on, an idea I want to make sharper, or a result I want to remember.

May 17, 2026 · 3 min read

When You Wear It in a Different Spot: Symmetry as an Inductive Bias

A wristband doesn't know which way you put it on. CycloFormer doesn't either, by construction.

May 10, 2026 · 3 min read

Scaling Laws Aren't Scaling Laws When You're Out of Data

Chinchilla assumes you have enough data to be in the resolution-limited regime. We didn't. So we wrote one that doesn't.