Overviews

Concise explanations of important research and the state of the art.

NLP

What Do LLMs Know About Linguistics? It Depends on How You Ask

Terra Blevins
Deep Learning

Modern AI is Domestification

Ted Xiao
Deep Learning

In-Context Learning, In Context

Daniel Bashir
Trends

Software²: A new generation of AIs that become increasingly general by producing their own training data

Minqi Jiang
Interpretability

Causal Inference: Connecting Data and Reality

Wenwen Ding
Science

Symmetries, Scaffolds, and a New Era of Scientific Discovery

Meilina Reksoprodjo
Graphs

Overview of Graph Theory and Alzheimer's Disease

Rebecca Ehrenkranz
Science

AI is Ushering In a New Scientific Revolution

Bryan McMahon
Overviews

Lessons From Deploying Deep Learning To Production

Peter Gao
Graphs

Beyond Message Passing: a Physics-Inspired Paradigm for Graph Neural Networks

Michael Bronstein
Healthcare

Deep Learning in Neuroimaging

Eloy Geenjaar