So What's Happening in Machine Learning?

August 2024: How can we learn to design better ML models?

Revealing How Machine Learning Works

The Hidden Mystery of Machine Learning

Machine learning has exploded. Huge data sets, powerful hardware, and new techniques like LLMs have fueled it. 

The engineering successes are clear. But, a key question remains:

Why do these systems "work"?

What's really going on inside the black box of a trained neural network?

This article explores recent perspectives that attempt to answer these questions