Dr. Sarah Williams
Machine Learning Researcher
Cambridge, MA
I study how machines learn to reason about language.
Assistant Professor at MIT CSAIL. My research focuses on
interpretability and alignment in large language models.
Previously: Research Scientist at DeepMind, PhD at Stanford.
Selected Works
View Complete Collection →Experiments
Attention Atlas
Interactive web visualization of attention patterns across transformer layers and heads.
Synthetic Language Generator
Tool for creating controlled synthetic languages to test compositional generalization.
Chain-of-Thought Analyzer
Scripts for analyzing and categorizing chain-of-thought reasoning patterns in LLM outputs.